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1.
Quant Imaging Med Surg ; 14(6): 3837-3850, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38846308

ABSTRACT

Background: Coronary artery disease (CAD) is the leading cause of mortality worldwide. Recent advances in deep learning technology promise better diagnosis of CAD and improve assessment of CAD plaque buildup. The purpose of this study is to assess the performance of a deep learning algorithm in detecting and classifying coronary atherosclerotic plaques in coronary computed tomographic angiography (CCTA) images. Methods: Between January 2019 and September 2020, CCTA images of 669 consecutive patients with suspected CAD from Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine were included in this study. There were 106 patients included in the retrospective plaque detection analysis, which was evaluated by a deep learning algorithm and four independent physicians with varying clinical experience. Additionally, 563 patients were included in the analysis for plaque classification using the deep learning algorithm, and their results were compared with those of expert radiologists. Plaques were categorized as absent, calcified, non-calcified, or mixed. Results: The deep learning algorithm exhibited higher sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and accuracy {92% [95% confidence interval (CI): 89.5-94.1%], 87% (95% CI: 84.2-88.5%), 79% (95% CI: 76.1-82.4%), 95% (95% CI: 93.4-96.3%), and 89% (95% CI: 86.9-90.0%)} compared to physicians with ≤5 years of clinical experience in CAD diagnosis for the detection of coronary plaques. The algorithm's overall sensitivity, specificity, PPV, NPV, accuracy, and Cohen's kappa for plaque classification were 94% (95% CI: 92.3-94.7%), 90% (95% CI: 88.8-90.3%), 70% (95% CI: 68.3-72.1%), 98% (95% CI: 97.8-98.5%), 90% (95% CI: 89.8-91.1%) and 0.74 (95% CI: 0.70-0.78), indicating strong performance. Conclusions: The deep learning algorithm has demonstrated reliable and accurate detection and classification of coronary atherosclerotic plaques in CCTA images. It holds the potential to enhance the diagnostic capabilities of junior radiologists and junior intervention cardiologists in the CAD diagnosis, as well as to streamline the triage of patients with acute coronary symptoms.

2.
Int J Mol Sci ; 25(1)2024 Jan 04.
Article in English | MEDLINE | ID: mdl-38203816

ABSTRACT

We recently demonstrated that a small subset of cells in FLT3-mutated acute myeloid leukemia (AML) cell lines exhibit SORE6 reporter activity and cancer stem-like features including chemoresistance. To study why SORE6+ cells are more chemoresistant than SORE6- cells, we hypothesized that these cells carry higher autophagy, a mechanism linked to chemoresistance. We found that cytarabine (Ara-C) induced a substantially higher protein level of LC3B-II in SORE6+ compared to SORE6- cells. Similar observations were made using a fluorescence signal-based autophagy assay. Furthermore, chloroquine (an autophagy inhibitor) sensitized SORE6+ but not SORE6- cells to Ara-C. To decipher the molecular mechanisms underlying the high autophagic flux in SORE6+ cells, we employed an autophagy oligonucleotide array comparing gene expression between SORE6+ and SORE6- cells before and after Ara-C treatment. ULK2 was the most differentially expressed gene between the two cell subsets. To demonstrate the role of ULK2 in conferring higher chemoresistance in SORE6+ cells, we treated the two cell subsets with a ULK1/2 inhibitor, MRT68921. MRT68921 significantly sensitized SORE6+ but not SORE6- cells to Ara-C. Using our in vitro model for AML relapse, we found that regenerated AML cells contained higher ULK2 expression compared to pretreated cells. Importantly, inhibition of ULK2 using MRT68921 prevented in vitro AML relapse. Lastly, using pretreatment and relapsed AML patient bone marrow samples, we found that ULK2 expression was higher in relapsed AML. To conclude, our results supported the importance of autophagy in the relapse of FLT3-mutated AML and highlighted ULK2 in this context.


Subject(s)
Drug Resistance, Neoplasm , Leukemia, Myeloid, Acute , Protein Serine-Threonine Kinases , Humans , Autophagy/genetics , Biological Assay , Chronic Disease , Cytarabine/pharmacology , Drug Resistance, Neoplasm/genetics , fms-Like Tyrosine Kinase 3/genetics , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/genetics , Protein Serine-Threonine Kinases/genetics
3.
Nat Med ; 30(2): 543-551, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38177852

ABSTRACT

Due to evolving treatment standards for newly diagnosed multiple myeloma, many patients will be triple-class exposed after initial relapses and have poor survival. Novel therapies and combinations are therefore required to improve outcomes. B cell maturation antigen (BCMA)-targeted biologics have emerged as an important new area of therapeutics for relapsed multiple myeloma. The two-part ALGONQUIN trial evaluated various doses and schedules of the anti-BCMA antibody-drug conjugate belantamab mafodotin plus pomalidomide and dexamethasone for patients who are lenalidomide refractory and proteosome inhibitor exposed. The primary endpoints, including evaluating dose-limiting toxicities, establishing the recommended Part 2 dose (RP2D) and overall response rate for patients treated at the RP2D, were met. Secondary efficacy endpoints included progression-free survival and overall survival. Patients treated on study (N = 87) had a median of three previous regimens and 55.2% were triple-class refractory. At the RP2D the most common adverse events were decrease in best-corrected visual acuity (71.1%), keratopathy (65.8%), fatigue (57.9%), infection (47.4%; 7.9% grade ≥3), neutropenia (39.5%) and thrombocytopenia (39.5%). For RP2D patients (n = 38), the overall response rate was 85.3%, ≥very good partial response 75.7% and estimated two-year progression-free survival 52.8% (95% confidence interval, 33.9% to 82.4%), at a median follow-up of 13.9 months. The RP2D schedule was associated with manageable antibody-drug conjugate-associated corneal adverse events and improved tolerability without compromising efficacy. Belantamab mafodotin plus pomalidomide and dexamethasone induced durable responses with promising overall survival in relapsed multiple myeloma, the results of which are yet to be confirmed in the phase 3 DREAMM-8 study. ClinicalTrials.gov Identifier: NCT03715478 .


Subject(s)
Antibodies, Monoclonal, Humanized , Immunoconjugates , Multiple Myeloma , Thalidomide/analogs & derivatives , Humans , Multiple Myeloma/drug therapy , Treatment Outcome , Dexamethasone/adverse effects , Antineoplastic Combined Chemotherapy Protocols/adverse effects
4.
Nat Med ; 29(10): 2570-2576, 2023 10.
Article in English | MEDLINE | ID: mdl-37783970

ABSTRACT

Multiple myeloma (MM) is a plasma cell malignancy expressing B cell maturation antigen (BCMA). Elranatamab, a bispecific antibody, engages BCMA on MM and CD3 on T cells. The MagnetisMM-1 trial evaluated its safety, pharmacokinetics and efficacy. Primary endpoints, including the incidence of dose-limiting toxicities as well as objective response rate (ORR) and duration of response (DOR), were met. Secondary efficacy endpoints included progression-free survival (PFS) and overall survival (OS). Eighty-eight patients with relapsed or refractory MM received elranatamab monotherapy, and 55 patients received elranatamab at efficacious doses. Patients had received a median of five prior regimens; 90.9% were triple-class refractory, 29.1% had high cytogenetic risk and 23.6% received prior BCMA-directed therapy. No dose-limiting toxicities were observed during dose escalation. Adverse events included cytopenias and cytokine release syndrome. Exposure was dose proportional. With a median follow-up of 12.0 months, the ORR was 63.6% and 38.2% of patients achieving complete response or better. For responders, the median DOR was 17.1 months. All 13 patients evaluable for minimal residual disease achieved negativity. Even after prior BCMA-directed therapy, 53.8% achieved response. For all 55 patients, median PFS was 11.8 months, and median OS was 21.2 months. Elranatamab achieved durable responses, manageable safety and promising survival for patients with MM. ClinicalTrials.gov Identifier: NCT03269136 .


Subject(s)
Anemia , Multiple Myeloma , Humans , Multiple Myeloma/pathology , B-Cell Maturation Antigen , T-Lymphocytes/pathology , Progression-Free Survival , Anemia/etiology , Immunotherapy, Adoptive/adverse effects
5.
Blood Cancer J ; 13(1): 137, 2023 09 05.
Article in English | MEDLINE | ID: mdl-37669949

ABSTRACT

Autologous stem cell transplant (ASCT) remains an important option for eligible multiple myeloma (MM) patients as part of initial therapy. Using the Canadian Myeloma Research Group (CMRG) national database, we examined the details and outcomes of ASCT performed as first-line therapy in eligible Canadian MM patients between 2007 to 2021. We included 3821 patients with 72% receiving CyBorD induction and 2061 patients receiving maintenance, consisting of lenalidomide +/- steroids in 78.3%. The median PFS and OS for patients given a single ASCT were 35.4 and 126 months. Those receiving a second induction regimen had significantly inferior outcomes, although when maintenance was used, results were comparable regardless of the number of induction regimens administered (median PFS 55.3 vs 51.1 months [p = 0.11]; median OS 158.6 vs not yet reached [p = 0.13]). Consolidation patients had a longer median PFS (55.3 vs 34.4 months [p = 0.001]), but no significant gain in median OS (p = 0.065). Patients who received lenalidomide-based maintenance experienced a median PFS of 53.7 months and OS of 159 months. In the multivariable analysis, use of any type of maintenance therapy vs no maintenance was associated with a lower risk of progression (HR 0.52 (95% CI 0.47-0.57)) and death (HR 0.58 (95% CI 0.51-0.67)). This real-world study demonstrates that, overall, first-line treatment sequence in transplant-eligible patients produces a median OS of ≥10 years. It also highlights the contribution of post-ASCT maintenance, particularly lenalidomide given until progression.


Subject(s)
Hematopoietic Stem Cell Transplantation , Multiple Myeloma , Humans , Transplantation, Autologous , Lenalidomide , Canada , Stem Cell Transplantation
6.
Blood Cancer J ; 13(1): 23, 2023 02 03.
Article in English | MEDLINE | ID: mdl-36737429

ABSTRACT

Novel drug discoveries have shifted the treatment paradigms of most hematological malignancies, including multiple myeloma (MM). However, this plasma cell malignancy remains incurable, and novel therapies are therefore urgently needed. Whole-genome transcriptome analyses in a large cohort of MM patients demonstrated that alterations in pre-mRNA splicing (AS) are frequent in MM. This manuscript describes approaches to identify disease-specific alterations in MM and proposes RNA-based therapeutic strategies to eradicate such alterations. As a "proof of concept", we examined the causes of aberrant HMMR (Hyaluronan-mediated motility receptor) splicing in MM. We identified clusters of single nucleotide variations (SNVs) in the HMMR transcript where the altered splicing took place. Using bioinformatics tools, we predicted SNVs and splicing factors that potentially contribute to aberrant HMMR splicing. Based on bioinformatic analyses and validation studies, we provided the rationale for RNA-based therapeutic strategies to selectively inhibit altered HMMR splicing in MM. Since splicing is a hallmark of many cancers, strategies described herein for target identification and the design of RNA-based therapeutics that inhibit gene splicing can be applied not only to other genes in MM but also more broadly to other hematological malignancies and solid tumors as well.


Subject(s)
Hematologic Neoplasms , Multiple Myeloma , Humans , Multiple Myeloma/genetics , Multiple Myeloma/therapy , Alternative Splicing , RNA , RNA Splicing
7.
Int J Mol Sci ; 25(1)2023 Dec 29.
Article in English | MEDLINE | ID: mdl-38203669

ABSTRACT

Many patients diagnosed with acute myeloid leukemia (AML) relapse within two years of the initial remission. The biology of AML relapse is incompletely understood, although cancer stem-like (CSL) cells have been hypothesized to be important. To test this hypothesis, we employed SORE6, a reporter designed to detect the transcriptional activity of the embryonic stem cell proteins Oct4 and Sox2, to identify/purify CSL cells in two FLT3-mutated AML cell lines. Both cell lines contained ~10% of SORE6+ cells in the steady state. Compared to SORE6- cells, SORE6+ cells exhibited more characteristics of CSL cells, with significantly higher chemoresistance and rates of spheroid formation. SORE6+ cells had substantially higher expression of Myc and FLT3 proteins, which are drivers of SORE6 activity. Using a mixture of SORE6-/SORE6+ cells that were molecularly barcoded, we generated an in vitro study model for AML relapse. Specifically, after 'in vitro remission' induced by Ara-C, both cell lines regenerated after 13 ± 3 days. Barcode analysis revealed that most of the regenerated cells were derived from the original SORE6+ cells. Regenerated cells exhibited more CSL features than did the original SORE6+ cells, even though a proportion of them lost SORE6 activity. In bone marrow samples from a patient cohort, we found that relapsed blasts expressed significantly higher levels of Myc, a surrogate marker of SORE6 activity, compared to pre-treatment blasts. To conclude, using our in vitro model, we have provided evidence that CSL cells contribute to AML relapse.


Subject(s)
Leukemia, Myeloid, Acute , Humans , Leukemia, Myeloid, Acute/genetics , Leukocytes , Cell Line , Cytarabine , Recurrence
8.
Leuk Lymphoma ; 63(9): 2063-2073, 2022 Sep.
Article in English | MEDLINE | ID: mdl-35503708

ABSTRACT

This open-label, multicenter, single-arm, phase 2 study assessed the safety and efficacy of blinatumomab consolidation therapy in adult patients with newly diagnosed, high-risk diffuse large B-cell lymphoma (DLBCL; International Prognostic Index 3-5 and/or double-/triple-hit or double MYC/BCL-2 expressors) who achieved complete response (CR), partial response (PR), or stable disease (SD) following run-in with 6 cycles of R-chemotherapy (NCT03023878). Of the 47 patients enrolled, 28 received blinatumomab. Five patients (17.9%) experienced grade 4 treatment-emergent adverse events of interest (neutropenia, n = 4; infection, n = 1). Two deaths reported at the end of the study were unrelated to treatment with blinatumomab (disease progression, n = 1; infection, n = 1). 3/4 patients with PR and 4/4 patients with SD after R-chemotherapy achieved CR following blinatumomab. Consolidation with blinatumomab in patients with newly diagnosed, high-risk DLBCL who did not progress under R-chemotherapy was better tolerated than in previous studies where blinatumomab was used for treatment of patients with lymphoma.


Subject(s)
Antibodies, Bispecific , Lymphoma, Large B-Cell, Diffuse , Adult , Antibodies, Bispecific/adverse effects , Humans , Lymphoma, Large B-Cell, Diffuse/diagnosis , Lymphoma, Large B-Cell, Diffuse/drug therapy , Proto-Oncogene Proteins c-bcl-2 , Remission Induction
9.
Am J Prev Cardiol ; 7: 100227, 2021 Sep.
Article in English | MEDLINE | ID: mdl-34401861

ABSTRACT

INTRODUCTION: Medically underserved (US) populations have an increased level of atherosclerotic cardiovascular disease (ASCVD) risk, however, few studies investigated ASCVD risk reduction in US. METHODS: Of 217 subjects with ApoB ≥120 mg/dL and carotid atherosclerosis (≥15% stenosis by ultrasound) enrolled in the Carotid Plaque Composition by MRI (CPC) study between 2005 and 2011, US (n=33) was defined as those without adequate healthcare insurance, while AS (n=184) included those with adequate healthcare coverage. All subjects received atorvastatin-based lipid therapies and lifestyle intervention for 2 years. Metabolic and inflammatory risk factors were compared between AS and US. RESULTS: At baseline, compared to AS, US displayed higher levels of metabolic and inflammatory risk including systolic blood pressure (140±27 vs. 131±18 mmHg, p=0.04), fasting glucose (125±59 vs. 102±22 mg/dL, p=0.03) and fasting insulin (39±33 vs. 28±20 µU/dL, p=0.03) which resulted in higher insulin resistance (HOMA-IR 2.2±0.4 vs. 1.3±0.1, p=0.03), and hsCRP (5.6±1.5 vs. 2.8±0.2 mg/L, p=0.03). Over 2 years of intervention, US and AS showed similar reductions in LDL-C (-10.7% vs. -16% per year, p=0.2), triglycerides (-16.7% vs. -15.9% per year, p=0.4), and hsCRP (-0.11% vs. -0.04% per year, p=0.1). However, US continued to show significantly higher levels of fasting blood glucose (115±6.0 vs. 101±2.0 mg/dL, p=0.03) and HOMA-IR (1.9±0.2 vs. 1.5±0.1, p=0.047), and hsCRP (3.9±0.7 vs. 1.9±0.2 mg/L, p<0.001) than AS following 2 years of interventions. CONCLUSIONS: US displayed higher ASCVD risk than AS at baseline and over 2 years despite similar reductions following the intervention. These findings highlight the unmet needs for improved intervention strategies and implementation methods for ASCVD risk reduction in US. CLINICAL TRIAL REGISTRATION: NCT00715273 at ClinicalTrials.gov.

10.
Clin Nutr ESPEN ; 42: 348-353, 2021 04.
Article in English | MEDLINE | ID: mdl-33745604

ABSTRACT

BACKGROUND: While immunotherapy agents have improved outcomes in metastatic melanoma (MM), predictive biomarkers in these patients are lacking. Parameters identified from body composition analysis, such as low SMD (also termed myosteatosis), may prognosticate MM patients on immunotherapy. METHODS: In this retrospective study, 44 MM patients received nivolumab, either as monotherapy or in combination with ipilimumab. Pre-treatment computed tomography (CT) scans were analyzed to determine skeletal muscle density (SMD) in Hounsfield units (HU) and muscle surface area (MSA) in cm2 at L3. MSA was used to determine nivolumab dosing in mg/cm2. RESULTS: Low SMD was associated with worse overall survival (OS) by log rank test (median 12.03 vs. 34.96 months, p = 0.001) and in multivariate analysis when accounting for age, sex, performance status, and number of prior lines of therapy (HR 4.40, 95% CI 1.44-13.42, p = 0.009). Lower nivolumab dosing by MSA was significantly associated with improved OS (median 42.9 vs. 12.3 months, p < 0.001). This association remained significant in multivariate analysis with age, sex, performance status, and number of prior lines of therapy (HR 0.05, 95% CI 0.01-0.30, p = 0.001). Neither SMD nor higher nivolumab dose per MSA were associated with increased incidence of treatment toxicity. CONCLUSIONS: Low SMD is prognostic in MM treated with nivolumab immunotherapy. Presence of myosteatosis or higher nivolumab dose based on body composition did not predict treatment toxicity.


Subject(s)
Melanoma , Nivolumab , Humans , Ipilimumab , Melanoma/diagnosis , Melanoma/drug therapy , Nivolumab/adverse effects , Prognosis , Retrospective Studies
11.
J Exp Med ; 217(9)2020 09 07.
Article in English | MEDLINE | ID: mdl-32558897

ABSTRACT

Here, we report on the results of a phase I/II trial (NCT00490529) for patients with mantle cell lymphoma who, having achieved remission after immunochemotherapy, were vaccinated with irradiated, CpG-activated tumor cells. Subsequently, vaccine-primed lymphocytes were collected and reinfused after a standard autologous stem cell transplantation (ASCT). The primary endpoint was detection of minimal residual disease (MRD) within 1 yr after ASCT at the previously validated threshold of ≥1 malignant cell per 10,000 leukocyte equivalents. Of 45 evaluable patients, 40 (89%) were found to be MRD negative, and the MRD-positive patients experienced early subsequent relapse. The vaccination induced antitumor CD8 T cell immune responses in 40% of patients, and these were associated with favorable clinical outcomes. Patients with high tumor PD-L1 expression after in vitro exposure to CpG had inferior outcomes. Vaccination with CpG-stimulated autologous tumor cells followed by the adoptive transfer of vaccine-primed lymphocytes after ASCT is feasible and safe.


Subject(s)
Cancer Vaccines/immunology , Immunity , Lymphoma, Mantle-Cell/immunology , T-Lymphocytes/immunology , Adult , Aged , B7-H1 Antigen/metabolism , CD8-Positive T-Lymphocytes/immunology , Cancer Vaccines/adverse effects , Cell Line, Tumor , Endpoint Determination , Female , Humans , Immunologic Memory , Kaplan-Meier Estimate , Male , Middle Aged , Neoplasm, Residual/immunology , Oligodeoxyribonucleotides , Transplantation, Autologous , Treatment Outcome
12.
J Cachexia Sarcopenia Muscle ; 11(3): 748-755, 2020 06.
Article in English | MEDLINE | ID: mdl-32053287

ABSTRACT

BACKGROUND: Body composition is minimally investigated in an immunotherapy era. Specific body composition signals such as myosteatosis may reflect aspects of patients' immunology and thereby their ability to respond to immunotherapies. Ipilimumab is a key checkpoint inhibitor in metastatic melanoma. As an antibody, it may also be more accurately dosed using body composition parameters rather than weight alone. This retrospective study aimed to investigate body composition-based dosing and outcomes. METHODS: Pretreatment computed tomography images from metastatic melanoma, ipilimumab-treated patients from 2009 to 2014 were used to measure myosteatosis [skeletal muscle radiographic density or SMD, in Hounsfield units (HU)] and surface area (cm2 ) as previously described. Cut point analysis determined whether a level of ipilimumab dose and myosteatosis demonstrated differences in progression-free (PFS) and overall survival (OS). Secondary endpoints included objective response rates and toxicities. RESULTS: Of 121 identified, 97 patients were evaluable. Baseline demographics included 56 years median age, 60% male participants, and 23.7% with BRAF mutations. SMD analysis identified cut-offs of SMD < 42 in those with BMI < 25 kg/m2 and <20 HU in those with BMI ≥ 25 kg/m2 , respectively. Low SMD patients had poorer median PFS [2.4 vs. 2.7 months, hazard ratio (HR) 1.76, P = 0.008] and OS (5.4 vs. 17.5 months, HR 2.47, P = 0.001), which remained significant in multivariate modelling. High SMD patients had more immune-related adverse events, better objective response rates (17.9 vs. 3.3%, P = 0.051), and lower baseline neutrophil-to-lymphocyte ratio (21 vs. 39%, P = 0.049). Separately, patients receiving <2.03 mg/cm2 had improved median PFS (3.0 vs. 2.6 months, HR 1.88, P = 0.02) and OS (14.9 vs. 5.7 months, HR 1.98, P = 0.01). CONCLUSIONS: Low SMD and receiving >2.03 mg/cm2 are prognostic of poorer melanoma outcomes post ipilimumab. SMD may identify patients with flawed immunology and predict who may better respond to such therapy. Ipilimumab dosing by skeletal muscle index stands in contrast to weight-based dosing and may demonstrate a more accurate method of antibody dosing.


Subject(s)
Antineoplastic Agents, Immunological/therapeutic use , Ipilimumab/therapeutic use , Melanoma/drug therapy , Adult , Aged , Aged, 80 and over , Antineoplastic Agents, Immunological/pharmacology , Body Composition , Female , Humans , Ipilimumab/pharmacology , Male , Middle Aged , Neoplasm Metastasis , Prognosis
13.
Clin Colorectal Cancer ; 18(1): 72-79, 2019 03.
Article in English | MEDLINE | ID: mdl-30551953

ABSTRACT

BACKGROUND: First-line adjuvant chemotherapy options for early-stage colorectal cancer (CRC) include CapeOx (capecitabine, intravenous oxaliplatin) and FOLFOX (intravenous 5-fluorouracil, leucovorin, oxaliplatin). Capecitabine is an oral prodrug analog of 5-fluorouracil, and recent studies have suggested that proton pump inhibitors (PPIs) may detrimentally affect capecitabine efficacy. Conversely, some literature suggests that PPIs may negatively affect CRC itself. To gain insight into the nature of PPIs' effect on capecitabine and CRC, we investigated their effects on effectiveness of CapeOx versus FOLFOX chemotherapy. PATIENTS AND METHODS: We conducted a retrospective chart review of 389 patients with stage II-III CRC who received adjuvant CapeOx or FOLFOX from 2004 to 2013. Information regarding PPI receipt, chemotherapy, and patient outcomes from medical records was analyzed. RESULTS: Three-year recurrence-free survival was significantly lower in CapeOx-treated PPI recipients than non-PPI recipients (69.5 vs. 82.6%; P = .029). Unadjusted analysis showed that CapeOx-treated PPI recipients were twice as likely to experience cancer recurrence or death as CapeOx-treated non-PPI recipients (hazard ratio = 2.03; 95% confidence interval, 1.06-3.88; P = .033). FOLFOX-treated PPI recipients had a non-statistically significant difference in 3-year recurrence-free survival versus non-PPI recipients (82.9 vs. 61.7%; P = .066) and a non-statistically significant difference in recurrence/death (hazard ratio = 0.51; 95% confidence interval, 0.25-1.06; P = .071). No significant differences were seen in overall survival between groups. CONCLUSION: Our results suggest PPIs negatively affected recurrence-free survival in CapeOx-treated CRC patients and yielded no significant effects among FOLFOX-treated patients, potentially implicating a pharmacokinetic interaction between PPIs and capecitabine. No overall survival effects were seen. Given PPIs' widespread use, further studies are required to corroborate our findings.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Colorectal Neoplasms/drug therapy , Drug Interactions , Neoplasm Recurrence, Local/drug therapy , Proton Pump Inhibitors/therapeutic use , Capecitabine/administration & dosage , Colorectal Neoplasms/pathology , Drug Therapy, Combination , Female , Fluorouracil/administration & dosage , Follow-Up Studies , Humans , Leucovorin/administration & dosage , Male , Middle Aged , Neoplasm Recurrence, Local/pathology , Oxaliplatin/administration & dosage , Prognosis , Retrospective Studies , Survival Rate
14.
Cancers (Basel) ; 10(6)2018 Jun 16.
Article in English | MEDLINE | ID: mdl-29914181

ABSTRACT

Malignant cells cultured in three-dimensional (3D) models have been found to be phenotypically and biochemically different from their counterparts cultured conventionally. Since most of these studies employed solid tumor types, how 3D culture affects multiple myeloma (MM) cells is not well understood. Here, we compared MM cells (U266 and RPMI8226) in a 3D culture model with those in conventional culture. While the conventionally cultured cells were present in single cells or small clusters, MM-3D cells grew in large spheroids. We discovered that STAT3 was the pathway that was more activated in 3D in both cell lines. The active form of STAT3 (phospho-STAT3 or pSTAT3), which was absent in MM cells cultured conventionally, became detectable after 1⁻2 days in 3D culture. This elevated pSTAT3 level was dependent on the 3D environment, since it disappeared after transferring to conventional culture. STAT3 inhibition using a pharmacological agent, Stattic, significantly decreased the cell viability of MM cells and sensitized them to bortezomib in 3D culture. Using an oligonucleotide array, we found that 3D culture significantly increased the expression of several known STAT3 downstream genes implicated in oncogenesis. Since most primary MM tumors are naturally STAT3-active, studies of MM in 3D culture can generate results that are more representative of the disease.

16.
Immunol Cell Biol ; 95(7): 611-619, 2017 08.
Article in English | MEDLINE | ID: mdl-28303902

ABSTRACT

MS4A4A is a member of the membrane-spanning, four domain family, subfamily A (MS4A) that includes CD20 (MS4A1), FcRß (MS4A2) and Htm4 (MS4A3). Like the first three members of this family, transcription of MS4A4A appears to be limited to hematopoietic cells. To evaluate expression of the MS4A4A protein in hematopoietic cell lineages and subsets we generated monoclonal antibodies against extracellular epitopes for use in flow cytometry. In human peripheral blood we found that MS4A4A is expressed at the plasma membrane in monocytes but not in granulocytes or lymphocytes. In vitro differentiation of monocytes demonstrated that MS4A4A is expressed in immature but not activated dendritic cells, and in macrophages generated in the presence of interleukin-4 ('alternatively activated' or M2 macrophages) but not by interferon-γ and lipopolysaccharide ('classically' activated or M1 macrophages). MS4A4A was expressed in the U937 monocytic cell line only after differentiation. In normal bone marrow, MS4A4A was expressed in mature monocytes but was undetected, or detected at only a low level, in myeloid/monocytic precursors, as well as their malignant counterparts in patients with various subtypes of myeloid leukemia. Although MS4A4A was not expressed in healthy B lymphocytes, it was highly expressed in normal plasma cells, CD138+ cells from multiple myeloma patients, and bone marrow B cells from a patient with mantle cell lymphoma. These findings suggest immunotherapeutic potential for MS4A4A antibodies in targeting alternatively activated macrophages such as tumor-associated macrophages, and in the treatment of multiple myeloma and mantle cell lymphoma.


Subject(s)
Cell Membrane/metabolism , Macrophages/metabolism , Membrane Proteins/metabolism , Plasma Cells/metabolism , B-Lymphocytes/drug effects , B-Lymphocytes/metabolism , Biomarkers/metabolism , Blood Cells/drug effects , Blood Cells/metabolism , Bone Marrow/metabolism , Cell Differentiation/drug effects , Cell Lineage/drug effects , Cell Membrane/drug effects , Dendritic Cells/drug effects , Dendritic Cells/metabolism , Granulocyte Colony-Stimulating Factor/pharmacology , Humans , Leukemia, Myeloid/immunology , Leukemia, Myeloid/pathology , Macrophages/drug effects , Membrane Proteins/blood , Monocytes/drug effects , Monocytes/metabolism , Plasma Cells/drug effects , Tetradecanoylphorbol Acetate/pharmacology , U937 Cells , Up-Regulation/drug effects
17.
J Cachexia Sarcopenia Muscle ; 8(2): 298-304, 2017 Apr.
Article in English | MEDLINE | ID: mdl-27897411

ABSTRACT

BACKGROUND: While much cancer research focuses on tumours and their microenvironment, malignancies cause widespread physiologic changes. Cancer and treatment-related sarcopenia, measured with quantitative imaging or as a decrease in overall body mass, are indicative of poor prognosis in elderly diffuse large B-cell lymphoma (DLBCL) patients, skeletal muscle radiodensity (SMD) may be a better prognostic marker. SMD, a measure of muscle radiation attenuation on CT imaging, is more prognostic than sarcopenia or International Prognostic Index (IPI) scores in follicular lymphoma and multiple solid organ malignancies. Low SMD appears to correlate with fat accumulation in muscle and is associated with inflammation. This study set out to examine SMD's prognostic ability in DLBCL. METHODS: All DLBCL patients treated with rituximab-containing therapy between 2004 and 2009 were compared to determine SMD's prognostic ability in this single centre, retrospective study. Pre-treatment CT scans were used to measure SMD and muscle cross-sectional area. Primary endpoints included progression free (PFS) and overall survival (OS) while objective response rates (ORR) were secondary. RESULTS: Of 224 evaluable patients, 116 were identified as having low SMD. Low SMD predicted poorer 5 year PFS, 60 vs. 81% (p = 0.001) and OS, 58 vs. 86% (p < 0.0001). SMD's prognostic ability retained significance in multivariate analysis taking into consideration the Revised International Prognostic Index (R-IPI) and sex. Although high SMD was not predictive of ORR (95.4 vs. 91.4%, p = 0.17), it was strongly associated with radiographic complete response (85 vs. 66%, p = 0.0007). Contrary to previous findings, sarcopenia did not predict for poorer OS but suggested improved OS in elderly DLBCL patients (HR 0.38, p = 0.01). CONCLUSIONS: SMD is a novel prognostic (and potentially treatment predictive) marker independent of R-IPI in DLBCL. It presents an inexpensive yet complementary assessment to R-IPI for prognosticating DLBCL outcomes.


Subject(s)
Antineoplastic Agents, Immunological/therapeutic use , Lymphoma, Large B-Cell, Diffuse/drug therapy , Muscle, Skeletal/pathology , Rituximab/therapeutic use , Adult , Aged , Aged, 80 and over , Female , Humans , Lymphoma, Large B-Cell, Diffuse/diagnostic imaging , Lymphoma, Large B-Cell, Diffuse/pathology , Male , Middle Aged , Muscle, Skeletal/diagnostic imaging , Prognosis , Tomography, X-Ray Computed , Treatment Outcome , Young Adult
18.
JAMA Oncol ; 3(6): 767-773, 2017 Jun 01.
Article in English | MEDLINE | ID: mdl-27737436

ABSTRACT

IMPORTANCE: Capecitabine is an oral cytotoxic chemotherapeutic commonly used across cancer subtypes. As with other oral medications though, it may suffer from drug interactions that could impair its absorption. OBJECTIVE: To determine if gastric acid suppressants such as proton pump inhibitors (PPIs) may impair capecitabine efficacy. DESIGN, SETTING, AND PARTICIPANTS: This secondary analysis of TRIO-013, a phase III randomized trial, compares capecitabine and oxaliplatin (CapeOx) with or without lapatinib in 545 patients with ERBB2/HER2-positive metastatic gastroesophageal cancer (GEC); patients were randomized 1:1 between CapeOx with or without lapatinib. Proton pump inhibitor use was identified by medication records. Progression-free survival (PFS) and overall survival (OS) were compared between patients treated with PPIs vs patients who were not. Specific subgroups were accounted for, such as younger age (<60 years), Asian ethnicity, female sex, and disease stage (metastatic/advanced) in multivariate Cox proportional hazards modeling. The TRIO-013 trial accrued and randomized patients between June 2008 and January 2012; this analysis took place in January 2014. INTERVENTIONS: Patients were divided based on PPI exposure. MAIN OUTCOMES AND MEASURES: Primary study outcome was PFS and OS between patients treated with PPIs vs patients who were not. Secondary outcomes included disease response rates and toxicities. RESULTS: Of the 545 patients with GEC (median age, 60 years; 406 men [74%]) included in the study, 229 received PPIs (42.0%) and were evenly distributed between arms. In the placebo arm, PPI-treated patients had poorer median PFS, 4.2 vs 5.7 months (hazard ratio [HR], 1.55; 95% CI, 1.29-1.81, P < .001); OS, 9.2 vs 11.3 months (HR, 1.34; 95% CI, 1.06-1.62; P = .04); and disease control rate (83% vs 72%; P = .02) vs patients not treated with PPIs. In multivariate analysis considering age, race, disease stage, and sex, PPI-treated patients had poorer PFS (HR, 1.68; 95% CI, 1.42-1.94; P < .001) and OS (HR, 1.41; 95% CI, 1.11-1.71; P = .001). In patients treated with CapeOx and lapatinib, PPIs had less effect on PFS (HR, 1.08; P = .54) and OS (HR, 1.26; P = .10); however, multivariate analysis in this group demonstrated a significant difference in OS (HR, 1.38; 95% CI, 1.06-1.66; P = .03). CONCLUSIONS AND RELEVANCE: Proton pump inhibitors negatively effected capecitabine efficacy by possibly raising gastric pH levels, leading to altered dissolution and absorption. These results are consistent with previous erlotinib and sunitinib studies. Whether PPIs affected lapatinib is unclear given concurrent capecitabine. Given capecitabine's prevalence in treatment breast cancer and colon cancer, further studies are under way. TRIAL REGISTRATION: clinicaltrials.gov Identifier: NCT00680901.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Esophageal Neoplasms/drug therapy , Proton Pump Inhibitors/adverse effects , Stomach Neoplasms/drug therapy , Capecitabine/administration & dosage , Drug Interactions , Female , Humans , Lapatinib , Male , Middle Aged , Organoplatinum Compounds/administration & dosage , Oxaliplatin , Quinazolines/administration & dosage , Treatment Outcome
19.
Cell Biol Toxicol ; 33(2): 83-97, 2017 04.
Article in English | MEDLINE | ID: mdl-27761761

ABSTRACT

Cancer heterogeneity is a significant factor in response to treatment and escape leading to relapse. Within an individual cancer, especially blood cancers, there exists multiple subclones as well as distinct clonal expansions unrelated to the clinically detected, dominant clone. Over time, multiple subclones and clones undergo emergence, expansion, and extinction. Although sometimes this intra-clonal and inter-clonal heterogeneity can be detected and/or quantified in tests that measure aggregate populations of cells, frequently, such heterogeneity can only be detected using single cell analysis to determine its frequency and to detect minor clones that may subsequently emerge to become drug resistant and dominant. Most genetic/genomic tests look at the pooled tumor population as a whole rather than at its individual cellular components. Yet, minor clones and cancer stem cells are unlikely to be detected against the background of expanded major clones. Because selective pressures are likely to govern much of what is seen clinically, single cell analysis allows identification of otherwise cryptic compartments of the malignancy that may ultimately mediate progression and relapse. Single cell analysis can track intra- or inter-clonal heterogeneity and provide useful clinical information, often before changes in the disease are detectable in the clinic. To a very limited extent, single cell analysis has already found roles in clinical care. Because inter- and intra-clonal heterogeneity likely occurs more frequently than can be currently appreciated on a clinical level, future use of single cell analysis is likely to have profound clinical utility.


Subject(s)
Hematologic Neoplasms/pathology , Single-Cell Analysis/methods , Animals , Clinical Decision-Making , Clone Cells , Hematologic Neoplasms/therapy , Humans
20.
Clin Colorectal Cancer ; 15(3): 257-63, 2016 09.
Article in English | MEDLINE | ID: mdl-26803708

ABSTRACT

BACKGROUND: Capecitabine is used to treat colorectal (CRC) cancer. TRIO-013, a study examining capecitabine/oxaliplatin ± lapatinib in metastatic gastro-esophageal cancer did not show increases in overall survival (OS) with lapatinib. An analysis showed concurrent proton pump inhibitor (PPI) usage negatively impacted recurrence-free survival (RFS). We retrospectively studied PPI effects on capecitabine efficacy in early stage CRC and how capecitabine adjustments impacted RFS. METHODS: Early stage CRC patients taking monotherapy capecitabine treated from 2008 to 2012 were reviewed for demographics, medications, toxicities, and patient outcomes. RESULTS: Of 298 identified patients, 25.8% (n = 77) received concurrent PPIs. Five-year RFS was 74% versus 83% (hazard ratio [HR], 1.89; 95% confidence interval [CI], 1.07-3.35; P = .03) in PPI versus non-PPI patients respectively. OS was 81% versus 78%, respectively (HR, 1.13; 95% CI, 0.60-2.14; P = .7). After accounting for gender, stage, age, and performance status, PPI patients tended toward decreased RFS (HR, 1.65; 95% CI, 0.93-2.94; P = .09). Capecitabine dose modifications affected outcomes. Five-year RFS was 84% in the control group, 100% in the treatment-delay group (P = .99), 67% in the dose reduction group (HR, 2.46; 95% CI, 1.23-4.93; P = .01), and 64% in the discontinuation group (HR, 2.27; 95% CI, 0.93-5.53; P = .07). Five-year OS was significantly less in the discontinuation group than control group (59% vs. 82%; HR, 3.27; 95% CI, 1.44-7.45; P = .005). CONCLUSIONS: PPIs appear to impact RFS; this may be due to PPIs preventing capecitabine tablet dissolution and absorption. Patients with dose reductions or who stopped treatment had worse outcomes than patients who continued with treatment at starting doses.


Subject(s)
Antineoplastic Agents/therapeutic use , Capecitabine/therapeutic use , Colorectal Neoplasms/drug therapy , Neoplasm Recurrence, Local , Proton Pump Inhibitors/adverse effects , Adult , Aged , Colorectal Neoplasms/mortality , Disease-Free Survival , Female , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Neoplasm Recurrence, Local/epidemiology , Neoplasm Recurrence, Local/mortality , Proportional Hazards Models , Retrospective Studies
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