1
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Afify ZAM, Taj MM, Orjuela-Grimm M, Srivatsa K, Miller TP, Edington HJ, Dalal M, Robles J, Ford JB, Ehrhardt MJ, Ureda TJ, Rubinstein JD, McCormack S, Rivers JM, Chisholm KM, Kavanaugh MK, Bukowinski AJ, Friehling ED, Ford MC, Reddy SN, Marks LJ, Smith CM, Mason CC. Multicenter study of pediatric Epstein-Barr virus-negative monomorphic post solid organ transplant lymphoproliferative disorders. Cancer 2023; 129:780-789. [PMID: 36571557 DOI: 10.1002/cncr.34600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 10/21/2022] [Accepted: 11/07/2022] [Indexed: 12/27/2022]
Abstract
BACKGROUND Pediatric Epstein-Barr virus-negative monomorphic post solid organ transplant lymphoproliferative disorder [EBV(-)M-PTLD] comprises approximately 10% of M-PTLD. No large multi-institutional pediatric-specific reports on treatment and outcome are available. METHODS A multi-institutional retrospective review of solid organ recipients diagnosed with EBV(-)M-PTLD aged ≤21 years between 2001 and 2020 in 12 centers in the United States and United Kingdom was performed, including demographics, staging, treatment, and outcomes data. RESULTS Thirty-six patients were identified with EBV(-)M-PTLD. Twenty-three (63.9%) were male. Median age (range) at transplantation, diagnosis of EBV(-)M-PTLD, and interval from transplant to PTLD were 2.2 years (0.1-17), 14 years (3.0-20), and 8.5 years (0.6-18.3), respectively. Kidney (n = 17 [47.2%]) and heart (n = 13 [36.1%]) were the most commonly transplanted organs. Most were Murphy stage III (n = 25 [69.4%]). Lactate dehydrogenase was elevated in 22/34 (64.7%) and ≥2 times upper limit of normal in 11/34 (32.4%). Pathological diagnoses included diffuse large B-cell lymphoma (n = 31 [86.1%]) and B-non-Hodgkin lymphoma (B-NHL) not otherwise specified (NOS) (n = 5 [13.9%]). Of nine different regimens used, the most common were: pediatric mature B-NHL-specific regimen (n = 13 [36.1%]) and low-dose cyclophosphamide, prednisone, and rituximab (n = 9 [25%]). Median follow-up from diagnosis was 3.0 years (0.3-11.0 years). Three-year event-free survival (EFS) and overall survival (OS) were 64.8% and 79.9%, respectively. Of the seven deaths, six were from progressive disease. CONCLUSIONS EFS and OS were comparable to pediatric EBV(+) PTLD, but inferior to mature B-NHL in immunocompetent pediatric patients. The wide range of therapeutic regimens used directs our work toward developing an active multi-institutional registry to design prospective studies. PLAIN LANGUAGE SUMMARY Pediatric Epstein-Barr virus-negative monomorphic post solid organ transplant lymphoproliferative disorders (EBV(-)M-PTLD) have comparable outcomes to EBV(+) PTLD, but are inferior to diffuse large B-cell lymphoma in immunocompetent pediatric patients. The variety of treatment regimens used highlights the need to develop a pediatric PTLD registry to prospectively evaluate outcomes. The impact of treatment regimen on relapse risk could not be assessed because of small numbers. In the intensive pediatric B-non-Hodgkin lymphoma chemoimmunotherapy group, 11 of 13 patients remain alive in complete remission after 0.6 to 11 years.
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Affiliation(s)
- Zeinab A M Afify
- Primary Children's Hospital, University of Utah, Salt Lake City, Utah, USA
| | - Mary M Taj
- The Royal Marsden Hospital, Sutton, London, UK
| | | | | | - Tamara P Miller
- Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Holly J Edington
- Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta, Georgia, USA.,Novant Health Presbyterian Medical Center, Charlotte, North Carolina, USA
| | - Mansi Dalal
- University of Florida Health Science Center, Gainesville, Florida, USA
| | - Joanna Robles
- Duke University School of Medicine, Durham, North Carolina, USA
| | - James B Ford
- University of Nebraska Medical Center, Omaha, Nebraska, USA
| | | | - Tonya J Ureda
- St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Jeremy D Rubinstein
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.,University of Cincinnati, College of Medicine, Cincinnati, Ohio, USA
| | - Sarah McCormack
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | | | | | - Madison K Kavanaugh
- Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Andrew J Bukowinski
- Department of Pediatrics, University of Pittsburgh, School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Erika D Friehling
- Department of Pediatrics, University of Pittsburgh, School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Maegan C Ford
- Columbia University Medical Center, New York, New York, USA
| | - Sonika N Reddy
- Columbia University Medical Center, New York, New York, USA
| | - Lianna J Marks
- Stanford University School of Medicine, Palo Alto, California, USA
| | | | - Clinton C Mason
- Department of Pediatrics, University of Utah, Salt Lake City, Utah, USA
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2
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Afify Z, Orjuela-Grimm M, Smith CM, Dalal M, Ford JB, Pillai P, Robles JM, Reddy S, McCormack S, Ehrhardt MJ, Ureda T, Alperstein W, Edington H, Miller TP, Rubinstein JD, Kavanaugh M, Bukowinski AJ, Friehling E, Rivers JM, Chisholm KM, Marks LJ, Mason CC. Burkitt lymphoma after solid-organ transplant: Treatment and outcomes in the paediatric PTLD collaborative. Br J Haematol 2023; 200:297-305. [PMID: 36454546 DOI: 10.1111/bjh.18498] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 09/08/2022] [Accepted: 09/21/2022] [Indexed: 12/05/2022]
Abstract
Burkitt lymphoma arising in paediatric post-solid-organ transplantation-Burkitt lymphoma (PSOT-BL) is a clinically aggressive malignancy and a rare form of post-transplant lymphoproliferative disorder (PTLD). We evaluated 35 patients diagnosed with PSOT-BL at 14 paediatric medical centres in the United States. Median age at organ transplantation was 2.0 years (range: 0.1-14) and age at PSOT-BL diagnosis was 8.0 years (range: 1-17). All but one patient had late onset of PSOT-BL (≥2 years post-transplant), with a median interval from transplant to PSOT-BL diagnosis of 4.0 years (range: 0.4-12). Heart (n = 18 [51.4%]) and liver (n = 13 [37.1%]) were the most frequently transplanted organs. No patients had loss of graft or treatment-related mortality. A variety of treatment regimens were used, led by intensive Burkitt lymphoma-specific French-American-British/Lymphomes Malins B (FAB/LMB), n = 13 (37.1%), and a low-intensity regimen consisting of cyclophosphamide, prednisone and rituximab (CPR) n = 12 (34.3%). Median follow-up was 6.7 years (range: 0.5-17). Three-year event-free and overall survival were 66.2% and 88.0%, respectively. Outcomes of PSOT-BL patients receiving BL-specific intensive regimens are comparable to reported BL outcomes in immunocompetent children. Multi-institutional collaboration is feasible and provides the basis of prospective data collection to determine the optimal treatment regimen for PSOT-BL.
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Affiliation(s)
- Zeinab Afify
- Pediatric Hematology Oncology, Primary Children's Med. Ctr, Salt Lake City, Utah, USA
| | - Manuela Orjuela-Grimm
- Division of Pediatric Hematology Oncology and Stem Cell Transplantation, and Department of Epidemiology, Columbia University Medical Center, New York, New York City, USA
| | | | - Mansi Dalal
- University of Florida, Gainesville, Florida, USA
| | - James B Ford
- University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Pallavi Pillai
- Mount Sinai Kravis Children's Hospital, New York, New York City, USA
| | - Joanna M Robles
- Department of Pediatrics, Division of Hematology/Oncology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Sonika Reddy
- Division of Pediatric Hematology Oncology and Stem Cell Transplantation, and Department of Epidemiology, Columbia University Medical Center, New York, New York City, USA
| | - Sarah McCormack
- Cancer and Blood Diseases Institute, Cincinnati Children's Hospital Medical center, Cincinnati, Ohio, USA.,Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Matthew J Ehrhardt
- Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Tonya Ureda
- Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Warren Alperstein
- Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, Florida, USA
| | - Holly Edington
- Children's Healthcare of Atlanta, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Tamara P Miller
- Children's Healthcare of Atlanta, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Jeremy D Rubinstein
- Cancer and Blood Diseases Institute, Cincinnati Children's Hospital Medical center, Cincinnati, Ohio, USA.,Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Madison Kavanaugh
- UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Andrew J Bukowinski
- Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Erika Friehling
- Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Julie M Rivers
- Department of Pediatrics, Seattle Children's Hospital, Seattle, Washington, USA
| | - Karen M Chisholm
- Department of Laboratories, Seattle Children's Hospital, Seattle, Washington, USA
| | - Lianna J Marks
- Department of Pediatrics, Division of Pediatric Hematology and Oncology, Stanford University School of Medicine, Palo Alto, California, USA
| | - Clinton C Mason
- Department of Pediatrics, Division of Pediatric Hematology and Oncology, University of Utah, Salt Lake City, Utah, USA
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3
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Gonzalez MA, Olivas IM, Bencomo‐Alvarez AE, Rubio AJ, Barreto‐Vargas C, Lopez JL, Dang SK, Solecki JP, McCall E, Astudillo G, Velazquez VV, Schenkel K, Reffell K, Perkins M, Nguyen N, Apaflo JN, Alvidrez E, Young JE, Lara JJ, Yan D, Senina A, Ahmann J, Varley KE, Mason CC, Eide CA, Druker BJ, Nurunnabi M, Padilla O, Bajpeyi S, Eiring AM. Loss of G0/G1 switch gene 2 (G0S2) promotes disease progression and drug resistance in chronic myeloid leukaemia (CML) by disrupting glycerophospholipid metabolism. Clin Transl Med 2022; 12:e1146. [PMID: 36536477 PMCID: PMC9763536 DOI: 10.1002/ctm2.1146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Revised: 11/23/2022] [Accepted: 11/28/2022] [Indexed: 12/24/2022] Open
Abstract
Tyrosine kinase inhibitors (TKIs) targeting BCR::ABL1 have turned chronic myeloid leukaemia (CML) from a fatal disease into a manageable condition for most patients. Despite improved survival, targeting drug-resistant leukaemia stem cells (LSCs) remains a challenge for curative CML therapy. Aberrant lipid metabolism can have a large impact on membrane dynamics, cell survival and therapeutic responses in cancer. While ceramide and sphingolipid levels were previously correlated with TKI response in CML, the role of lipid metabolism in TKI resistance is not well understood. We have identified downregulation of a critical regulator of lipid metabolism, G0/G1 switch gene 2 (G0S2), in multiple scenarios of TKI resistance, including (1) BCR::ABL1 kinase-independent TKI resistance, (2) progression of CML from the chronic to the blast phase of the disease, and (3) in CML versus normal myeloid progenitors. Accordingly, CML patients with low G0S2 expression levels had a worse overall survival. G0S2 downregulation in CML was not a result of promoter hypermethylation or BCR::ABL1 kinase activity, but was rather due to transcriptional repression by MYC. Using CML cell lines, patient samples and G0s2 knockout (G0s2-/- ) mice, we demonstrate a tumour suppressor role for G0S2 in CML and TKI resistance. Our data suggest that reduced G0S2 protein expression in CML disrupts glycerophospholipid metabolism, correlating with a block of differentiation that renders CML cells resistant to therapy. Altogether, our data unravel a new role for G0S2 in regulating myeloid differentiation and TKI response in CML, and suggest that restoring G0S2 may have clinical utility.
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Affiliation(s)
- Mayra A. Gonzalez
- Department of Molecular and Translational MedicineCenter of Emphasis in CancerTexas Tech University Health Sciences Center El PasoEl PasoTexasUSA
| | - Idaly M. Olivas
- Department of Molecular and Translational MedicineCenter of Emphasis in CancerTexas Tech University Health Sciences Center El PasoEl PasoTexasUSA
- L. Frederick Francis Graduate School of Biomedical SciencesTexas Tech University Health Sciences Center El PasoEl PasoTexasUSA
| | - Alfonso E. Bencomo‐Alvarez
- Department of Molecular and Translational MedicineCenter of Emphasis in CancerTexas Tech University Health Sciences Center El PasoEl PasoTexasUSA
| | - Andres J. Rubio
- Department of Molecular and Translational MedicineCenter of Emphasis in CancerTexas Tech University Health Sciences Center El PasoEl PasoTexasUSA
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center El PasoEl PasoTexasUSA
| | | | - Jose L. Lopez
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center El PasoEl PasoTexasUSA
| | - Sara K. Dang
- L. Frederick Francis Graduate School of Biomedical SciencesTexas Tech University Health Sciences Center El PasoEl PasoTexasUSA
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center El PasoEl PasoTexasUSA
| | - Jonathan P. Solecki
- L. Frederick Francis Graduate School of Biomedical SciencesTexas Tech University Health Sciences Center El PasoEl PasoTexasUSA
| | - Emily McCall
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center El PasoEl PasoTexasUSA
| | - Gonzalo Astudillo
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center El PasoEl PasoTexasUSA
| | - Vanessa V. Velazquez
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center El PasoEl PasoTexasUSA
| | - Katherine Schenkel
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center El PasoEl PasoTexasUSA
| | - Kelaiah Reffell
- L. Frederick Francis Graduate School of Biomedical SciencesTexas Tech University Health Sciences Center El PasoEl PasoTexasUSA
| | - Mariah Perkins
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center El PasoEl PasoTexasUSA
| | - Nhu Nguyen
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center El PasoEl PasoTexasUSA
| | - Jehu N. Apaflo
- Metabolic, Nutrition and Exercise Research (MiNER) Laboratory, Department of KinesiologyUniversity of Texas at El PasoEl PasoTexasUSA
| | - Efren Alvidrez
- Department of Pharmaceutical SciencesSchool of PharmacyUniversity of Texas at El PasoEl PasoTexasUSA
| | - James E. Young
- L. Frederick Francis Graduate School of Biomedical SciencesTexas Tech University Health Sciences Center El PasoEl PasoTexasUSA
| | - Joshua J. Lara
- L. Frederick Francis Graduate School of Biomedical SciencesTexas Tech University Health Sciences Center El PasoEl PasoTexasUSA
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center El PasoEl PasoTexasUSA
| | - Dongqing Yan
- Huntsman Cancer InstituteThe University of UtahSalt Lake CityUtahUSA
| | - Anna Senina
- Huntsman Cancer InstituteThe University of UtahSalt Lake CityUtahUSA
| | - Jonathan Ahmann
- Huntsman Cancer InstituteThe University of UtahSalt Lake CityUtahUSA
| | | | - Clinton C. Mason
- Huntsman Cancer InstituteThe University of UtahSalt Lake CityUtahUSA
| | - Christopher A. Eide
- Knight Cancer InstituteDivision of Hematology/Medical OncologyOregon Health & Science UniversityPortlandOregonUSA
| | - Brian J. Druker
- Knight Cancer InstituteDivision of Hematology/Medical OncologyOregon Health & Science UniversityPortlandOregonUSA
| | - Md Nurunnabi
- Department of Pharmaceutical SciencesSchool of PharmacyUniversity of Texas at El PasoEl PasoTexasUSA
| | - Osvaldo Padilla
- Department of PathologyTexas Tech University Health Sciences Center El PasoEl PasoTexasUSA
| | - Sudip Bajpeyi
- Metabolic, Nutrition and Exercise Research (MiNER) Laboratory, Department of KinesiologyUniversity of Texas at El PasoEl PasoTexasUSA
| | - Anna M. Eiring
- Department of Molecular and Translational MedicineCenter of Emphasis in CancerTexas Tech University Health Sciences Center El PasoEl PasoTexasUSA
- L. Frederick Francis Graduate School of Biomedical SciencesTexas Tech University Health Sciences Center El PasoEl PasoTexasUSA
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center El PasoEl PasoTexasUSA
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4
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Khalifa A, Mason CC, Garvin JH, Williams MS, Del Fiol G, Jackson BR, Bleyl SB, Alterovitz G, Huff SM. Interoperable genetic lab test reports: mapping key data elements to HL7 FHIR specifications and professional reporting guidelines. J Am Med Inform Assoc 2021; 28:2617-2625. [PMID: 34569596 DOI: 10.1093/jamia/ocab201] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 09/02/2021] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVE In many cases, genetic testing labs provide their test reports as portable document format files or scanned images, which limits the availability of the contained information to advanced informatics solutions, such as automated clinical decision support systems. One of the promising standards that aims to address this limitation is Health Level Seven International (HL7) Fast Healthcare Interoperability Resources Clinical Genomics Implementation Guide-Release 1 (FHIR CG IG STU1). This study aims to identify various data content of some genetic lab test reports and map them to FHIR CG IG specification to assess its coverage and to provide some suggestions for standard development and implementation. MATERIALS AND METHODS We analyzed sample reports of 4 genetic tests and relevant professional reporting guidelines to identify their key data elements (KDEs) that were then mapped to FHIR CG IG. RESULTS We identified 36 common KDEs among the analyzed genetic test reports, in addition to other unique KDEs for each genetic test. Relevant suggestions were made to guide the standard implementation and development. DISCUSSION AND CONCLUSION The FHIR CG IG covers the majority of the identified KDEs. However, we suggested some FHIR extensions that might better represent some KDEs. These extensions may be relevant to FHIR implementations or future FHIR updates.The FHIR CG IG is an excellent step toward the interoperability of genetic lab test reports. However, it is a work-in-progress that needs informative and continuous input from the clinical genetics' community, specifically professional organizations, systems implementers, and genetic knowledgebase providers.
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Affiliation(s)
- Aly Khalifa
- Department of Biomedical Informatics, School of Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Clinton C Mason
- Department of Pediatrics, School of Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Jennifer Hornung Garvin
- Department of Biomedical Informatics, School of Medicine, University of Utah, Salt Lake City, Utah, USA.,Health Information Management and Systems Division, School of Health and Rehabilitation Sciences, The Ohio State University, Columbus, Ohio, USA.,VA Healthcare System, Indianapolis, Indiana, USA
| | - Marc S Williams
- Genomic Medicine Institute, Geisinger, Danville, Pennsylvania, USA
| | - Guilherme Del Fiol
- Department of Biomedical Informatics, School of Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Brian R Jackson
- Department of Biomedical Informatics, School of Medicine, University of Utah, Salt Lake City, Utah, USA.,ARUP Laboratories, Salt Lake City, Utah, USA
| | - Steven B Bleyl
- Department of Pediatrics, School of Medicine, University of Utah, Salt Lake City, Utah, USA.,Genome Medical Services, San Francisco, California, USA
| | - Gil Alterovitz
- Division of General Internal Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Department of Veterans Affairs, Office of Research and Development, Washington, District of Columbia, USA
| | - Stanley M Huff
- Department of Biomedical Informatics, School of Medicine, University of Utah, Salt Lake City, Utah, USA.,Department of Biomedical Informatics, Intermountain Healthcare, Murray, Utah, USA
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5
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Mangum DS, Meyer JA, Mason CC, Shams S, Maese LD, Gardiner JD, Downie JM, Pei D, Cheng C, Gleason A, Luo M, Pui CH, Aplenc R, Hunger SP, Loh M, Greaves M, Trede N, Raetz E, Frazer JK, Mullighan CG, Engel ME, Miles RR, Rabin KR, Schiffman JD. Association of Combined Focal 22q11.22 Deletion and IKZF1 Alterations With Outcomes in Childhood Acute Lymphoblastic Leukemia. JAMA Oncol 2021; 7:1521-1528. [PMID: 34410295 DOI: 10.1001/jamaoncol.2021.2723] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Importance Alterations in the IKZF1 gene drive B-cell acute lymphoblastic leukemia (B-ALL) but are not routinely used to stratify patients by risk because of inconsistent associations with outcomes. We describe a novel deletion in 22q11.22 that was consistently associated with very poor outcomes in patients with B-ALL with IKZF1 alterations. Objective To determine whether focal deletions within the λ variable chain region in chromosome 22q11.22 were associated with patients with B-ALL with IKZF1 alterations with the highest risk of relapse and/or death. Design, Setting, and Participants This cohort study included 1310 primarily high-risk pediatric patients with B-ALL who were taken from 6 independent clinical cohorts, consisting of 3 multicenter cohorts (AALL0232 [2004-2011], P9906 [2000-2003], and patients with Down syndrome who were pooled from national and international studies) and 3 single-institution cohorts (University of Utah [Salt Lake City], Children's Hospital of Philadelphia [Philadelphia, Pennsylvania], and St. Jude Children's Hospital [Memphis, Tennessee]). Data analysis began in 2011 using patients from the older studies first, and data analysis concluded in 2021. Exposures Focal 22q11.22 deletions. Main Outcomes and Measures Event-free and overall survival was investigated. The hypothesis that 22q11.22 deletions stratified the prognostic effect of IKZF1 alterations was formulated while investigating nearby deletions in VPREB1 in 2 initial cohorts (n = 270). Four additional cohorts were then obtained to further study this association (n = 1040). Results This study of 1310 patients with B-ALL (717 male [56.1%] and 562 female patients [43.9%]) found that focal 22q11.22 deletions are frequent (518 of 1310 [39.5%]) in B-ALL and inconsistent with physiologic V(D)J recombination. A total of 299 of 1310 patients with B-ALL had IKZF1 alterations. Among patients with IKZF1 alterations, more than half shared concomitant focal 22q11.22 deletions (159 of 299 [53.0%]). Patients with combined IKZF1 alterations and 22q11.22 deletions had worse outcomes compared with patients with IKZF1 alterations and wild-type 22q11.22 alleles in every cohort examined (combined cohorts: 5-year event-free survival rates, 43.3% vs 68.5%; hazard ratio [HR], 2.18; 95% CI, 1.54-3.07; P < .001; 5-year overall survival rates, 66.9% vs 83.9%; HR, 2.05; 95% CI, 1.32-3.21; P = .001). While 22q11.22 deletions were not prognostic in patients with wild-type IKZF1 , concomitant 22q11.22 deletions in patients with IKZF1 alterations stratified outcomes across additional risk groups, including patients who met the IKZF1plus criteria, and maintained independent significance in multivariate analysis for event-free survival (HR, 2.05; 95% CI, 1.27-3.29; P = .003) and overall survival (HR, 1.83; 95% CI, 1.01-3.34; P = .05). Conclusions and Relevance This cohort study suggests that 22q11.22 deletions identify patients with B-ALL and IKZF1 alterations who have very poor outcomes and may offer a new genetic biomarker to further refine B-ALL risk stratification and treatment strategies.
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Affiliation(s)
- David Spencer Mangum
- Nemours/Alfred I. DuPont Hospital for Children, Division of Pediatric Hematology/Oncology, Wilmington, Delaware
| | - Julia A Meyer
- Division of Pediatric Hematology & Oncology, Department of Pediatrics, University of Utah, Salt Lake City.,Division of Pediatric Hematology and Oncology, University of California, San Francisco
| | - Clinton C Mason
- Division of Pediatric Hematology & Oncology, Department of Pediatrics, University of Utah, Salt Lake City
| | | | - Luke D Maese
- Division of Pediatric Hematology & Oncology, Department of Pediatrics, University of Utah, Salt Lake City
| | - Jamie D Gardiner
- Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City
| | | | - Deqing Pei
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, Tennessee
| | - Cheng Cheng
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, Tennessee
| | - Adam Gleason
- Department of Pathology & Laboratory Medicine, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Minjie Luo
- Department of Pathology & Laboratory Medicine, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Ching-Hon Pui
- Department of Oncology, St Jude Children's Research Hospital, Memphis, Tennessee
| | - Richard Aplenc
- Division of Oncology and the Center for Childhood Cancer Research, The Children's Hospital of Philadelphia and The Perelman School of Medicine at the University of Pennsylvania, Philadelphia
| | - Stephen P Hunger
- Division of Oncology and the Center for Childhood Cancer Research, The Children's Hospital of Philadelphia and The Perelman School of Medicine at the University of Pennsylvania, Philadelphia
| | - Mignon Loh
- Division of Pediatric Hematology and Oncology, University of California, San Francisco
| | - Mel Greaves
- Institute of Cancer Research, London, England
| | | | - Elizabeth Raetz
- Department of Pediatrics, NYU Langone Health, New York, New York
| | - J Kimble Frazer
- Jimmy Everest Section of Pediatric Hematology-Oncology, Department of Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City
| | - Charles G Mullighan
- Department of Pathology, St Jude Children's Research Hospital, Memphis, Tennessee
| | - Michael E Engel
- Division of Pediatric Hematology Oncology, Department of Pediatrics, University of Virginia, Charlottesville
| | - Rodney R Miles
- Department of Pathology, University of Utah Health Sciences Center, Salt Lake City
| | - Karen R Rabin
- Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Joshua D Schiffman
- Division of Pediatric Hematology & Oncology, Department of Pediatrics, University of Utah, Salt Lake City.,Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City.,PEEL Therapeutics, Inc, Salt Lake City, Utah
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6
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Claudiani S, Mason CC, Milojkovic D, Bianchi A, Pellegrini C, Di Marco A, Fiol CR, Robinson M, Ponnusamy K, Mokretar K, Chowdhury A, Albert M, Reid AG, Deininger MW, Naresh K, Apperley JF, Khorashad JS. Carfilzomib Enhances the Suppressive Effect of Ruxolitinib in Myelofibrosis. Cancers (Basel) 2021; 13:cancers13194863. [PMID: 34638347 PMCID: PMC8507927 DOI: 10.3390/cancers13194863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 09/17/2021] [Accepted: 09/20/2021] [Indexed: 11/16/2022] Open
Abstract
As the first FDA-approved tyrosine kinase inhibitor for treatment of patients with myelofibrosis (MF), ruxolitinib improves clinical symptoms but does not lead to eradication of the disease or significant reduction of the mutated allele burden. The resistance of MF clones against the suppressive action of ruxolitinib may be due to intrinsic or extrinsic mechanisms leading to activity of additional pro-survival genes or signalling pathways that function independently of JAK2/STAT5. To identify alternative therapeutic targets, we applied a pooled-shRNA library targeting ~5000 genes to a JAK2V617F-positive cell line under a variety of conditions, including absence or presence of ruxolitinib and in the presence of a bone marrow microenvironment-like culture medium. We identified several proteasomal gene family members as essential to HEL cell survival. The importance of these genes was validated in MF cells using the proteasomal inhibitor carfilzomib, which also enhanced lethality in combination with ruxolitinib. We also showed that proteasome gene expression is reduced by ruxolitinib in MF CD34+ cells and that additional targeting of proteasomal activity by carfilzomib enhances the inhibitory action of ruxolitinib in vitro. Hence, this study suggests a potential role for proteasome inhibitors in combination with ruxolitinib for management of MF patients.
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Affiliation(s)
- Simone Claudiani
- Centre for Haematology, Department of Immunology and Inflammation, Imperial College, London W12 0NN, UK; (S.C.); (D.M.); (C.R.F.); (M.R.); (K.P.); (K.M.); (A.C.); (M.A.); (K.N.); (J.F.A.)
| | - Clinton C. Mason
- Department of Pediatrics, Division of Pediatric Hematology and Oncology, University of Utah, Salt Lake City, UT 84108, USA;
| | - Dragana Milojkovic
- Centre for Haematology, Department of Immunology and Inflammation, Imperial College, London W12 0NN, UK; (S.C.); (D.M.); (C.R.F.); (M.R.); (K.P.); (K.M.); (A.C.); (M.A.); (K.N.); (J.F.A.)
| | - Andrea Bianchi
- Department of Information Engineering, University of L’Aquila, 67100 L’Aquila, Italy; (A.B.); (A.D.M.)
| | - Cristina Pellegrini
- Department of Biotechnological and Applied Clinical Science, University of L’Aquila, 67100 L’Aquila, Italy;
| | - Antinisca Di Marco
- Department of Information Engineering, University of L’Aquila, 67100 L’Aquila, Italy; (A.B.); (A.D.M.)
| | - Carme R. Fiol
- Centre for Haematology, Department of Immunology and Inflammation, Imperial College, London W12 0NN, UK; (S.C.); (D.M.); (C.R.F.); (M.R.); (K.P.); (K.M.); (A.C.); (M.A.); (K.N.); (J.F.A.)
| | - Mark Robinson
- Centre for Haematology, Department of Immunology and Inflammation, Imperial College, London W12 0NN, UK; (S.C.); (D.M.); (C.R.F.); (M.R.); (K.P.); (K.M.); (A.C.); (M.A.); (K.N.); (J.F.A.)
| | - Kanagaraju Ponnusamy
- Centre for Haematology, Department of Immunology and Inflammation, Imperial College, London W12 0NN, UK; (S.C.); (D.M.); (C.R.F.); (M.R.); (K.P.); (K.M.); (A.C.); (M.A.); (K.N.); (J.F.A.)
| | - Katya Mokretar
- Centre for Haematology, Department of Immunology and Inflammation, Imperial College, London W12 0NN, UK; (S.C.); (D.M.); (C.R.F.); (M.R.); (K.P.); (K.M.); (A.C.); (M.A.); (K.N.); (J.F.A.)
| | - Avirup Chowdhury
- Centre for Haematology, Department of Immunology and Inflammation, Imperial College, London W12 0NN, UK; (S.C.); (D.M.); (C.R.F.); (M.R.); (K.P.); (K.M.); (A.C.); (M.A.); (K.N.); (J.F.A.)
| | - Michael Albert
- Centre for Haematology, Department of Immunology and Inflammation, Imperial College, London W12 0NN, UK; (S.C.); (D.M.); (C.R.F.); (M.R.); (K.P.); (K.M.); (A.C.); (M.A.); (K.N.); (J.F.A.)
| | - Alistair G. Reid
- Molecular Pathology Unit, Liverpool University, Liverpool L7 8XP, UK;
| | - Michael W. Deininger
- Versiti Blood Research Institute, Division of Hematology and Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI 53226, USA;
| | - Kikkeri Naresh
- Centre for Haematology, Department of Immunology and Inflammation, Imperial College, London W12 0NN, UK; (S.C.); (D.M.); (C.R.F.); (M.R.); (K.P.); (K.M.); (A.C.); (M.A.); (K.N.); (J.F.A.)
| | - Jane F. Apperley
- Centre for Haematology, Department of Immunology and Inflammation, Imperial College, London W12 0NN, UK; (S.C.); (D.M.); (C.R.F.); (M.R.); (K.P.); (K.M.); (A.C.); (M.A.); (K.N.); (J.F.A.)
| | - Jamshid S. Khorashad
- Centre for Haematology, Department of Immunology and Inflammation, Imperial College, London W12 0NN, UK; (S.C.); (D.M.); (C.R.F.); (M.R.); (K.P.); (K.M.); (A.C.); (M.A.); (K.N.); (J.F.A.)
- Correspondence:
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7
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Khalifa A, Mason CC, Garvin JH, Williams MS, Del Fiol G, Jackson BR, Bleyl SB, Huff SM. A qualitative investigation of biomedical informatics interoperability standards for genetic test reporting: benefits, challenges, and motivations from the testing laboratory's perspective. Genet Med 2021; 23:2178-2185. [PMID: 34429527 DOI: 10.1038/s41436-021-01301-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Revised: 07/28/2021] [Accepted: 07/29/2021] [Indexed: 11/09/2022] Open
Abstract
PURPOSE Genetic laboratory test reports can often be of limited computational utility to the receiving clinical information systems, such as clinical decision support systems. Many health-care interoperability (HC) standards aim to tackle this problem, but the perceived benefits, challenges, and motivations for implementing HC interoperability standards from the labs' perspective has not been systematically assessed. METHODS We surveyed genetic testing labs across the United States and conducted a semistructured interview with responding lab representatives. We conducted a thematic analysis of the interview transcripts to identify relevant themes. A panel of experts discussed and validated the identified themes. RESULTS Nine labs participated in the interview, and 24 relevant themes were identified within five domains. These themes included the challenge of complex and changing genetic knowledge, the motivation of competitive advantage, provided financial incentives, and the benefit of supporting the learning health system. CONCLUSION Our study identified the labs' perspective on various aspects of implementing HC interoperability standards in producing and communicating genetic test reports. Interviewees frequently reported that increased adoption of HC standards may be motivated by competition and programs incentivizing and regulating the incorporation of interoperability standards for genetic test data, which could benefit quality control, research, and other areas.
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Affiliation(s)
- Aly Khalifa
- Department of Biomedical Informatcs, School of Medicine, University of Utah, Salt Lake City, UT, USA.
| | - Clinton C Mason
- Department of Pediatrics, School of Medicine, University of Utah, Salt Lake City, UT, USA
| | - Jennifer Hornung Garvin
- Department of Biomedical Informatcs, School of Medicine, University of Utah, Salt Lake City, UT, USA.,Health Information Management and Systems Division, School of Health and Rehabilitation Sciences, The Ohio State University, Columbus, OH, USA.,Indianapolis VA Medical Center, Indianapolis, IN, USA
| | | | - Guilherme Del Fiol
- Department of Biomedical Informatcs, School of Medicine, University of Utah, Salt Lake City, UT, USA
| | - Brian R Jackson
- Department of Biomedical Informatcs, School of Medicine, University of Utah, Salt Lake City, UT, USA.,ARUP Laboratories, Salt Lake City, UT, USA
| | - Steven B Bleyl
- Department of Pediatrics, School of Medicine, University of Utah, Salt Lake City, UT, USA.,Genome Medical Services, San Francisco, CA, USA
| | - Stanley M Huff
- Department of Biomedical Informatcs, School of Medicine, University of Utah, Salt Lake City, UT, USA.,Department of Biomedical Informatics, Intermountain Healthcare, Murray, UT, USA
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8
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Panza E, Ozenberger BB, Straessler KM, Barrott JJ, Li L, Wang Y, Xie M, Boulet A, Titen SW, Mason CC, Lazar AJ, Ding L, Capecchi MR, Jones KB. The clear cell sarcoma functional genomic landscape. J Clin Invest 2021; 131:e146301. [PMID: 34156976 DOI: 10.1172/jci146301] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 06/18/2021] [Indexed: 11/17/2022] Open
Abstract
Clear cell sarcoma (CCS) is a deadly malignancy affecting adolescents and young adults. It is characterized by reciprocal translocations resulting in expression of the chimeric EWSR1-ATF1 or EWSR1-CREB1 fusion proteins, driving sarcomagenesis. Besides these characteristics, CCS has remained genomically uncharacterized. Copy number analysis of human CCSs showed frequent amplifications of the MITF locus and chromosomes 7 and 8. Few alterations were shared with Ewing sarcoma or desmoplastic, small round cell tumors, which are other EWSR1-rearranged tumors. Exome sequencing in mouse tumors generated by expression of EWSR1-ATF1 from the Rosa26 locus demonstrated no other repeated pathogenic variants. Additionally, we generated a new CCS mouse by Cre-loxP-induced chromosomal translocation between Ewsr1 and Atf1, resulting in copy number loss of chromosome 6 and chromosome 15 instability, including amplification of a portion syntenic to human chromosome 8, surrounding Myc. Additional experiments in the Rosa26 conditional model demonstrated that Mitf or Myc can contribute to sarcomagenesis. Copy number observations in human tumors and genetic experiments in mice rendered, for the first time to our knowledge, a functional landscape of the CCS genome. These data advance efforts to understand the biology of CCS using innovative models that will eventually allow us to validate preclinical therapies necessary to achieve longer and better survival for young patients with this disease.
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Affiliation(s)
- Emanuele Panza
- Department of Human Genetics, University of Utah School of Medicine, Salt Lake City, Utah, USA.,Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Benjamin B Ozenberger
- Departments of Orthopaedics and Oncological Sciences, Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Krystal M Straessler
- Department of Human Genetics, University of Utah School of Medicine, Salt Lake City, Utah, USA.,Departments of Orthopaedics and Oncological Sciences, Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Jared J Barrott
- Departments of Orthopaedics and Oncological Sciences, Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Li Li
- Departments of Orthopaedics and Oncological Sciences, Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Yanliang Wang
- Departments of Orthopaedics and Oncological Sciences, Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Mingchao Xie
- Departments of Medicine and Genetics, McDonnell Genome Institute, Siteman Cancer Center, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Anne Boulet
- Department of Human Genetics, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Simon Wa Titen
- Department of Human Genetics, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Clinton C Mason
- Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Alexander J Lazar
- Departments of Pathology and Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Li Ding
- Departments of Medicine and Genetics, McDonnell Genome Institute, Siteman Cancer Center, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Mario R Capecchi
- Department of Human Genetics, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Kevin B Jones
- Departments of Orthopaedics and Oncological Sciences, Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, Utah, USA
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9
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Yan D, Franzini A, Pomicter AD, Halverson BJ, Antelope O, Mason CC, Ahmann JM, Senina AV, Jones CLL, Zabriskie MS, Than H, Xiao MJ, van Scoyk A, Patel AB, Heaton WLL, Owen SC, Andersen JL, Egbert CM, Reisz JA, D'Alessandro A, Cox JE, Gantz KC, Redwine HM, Iyer SM, Khorashad JS, Rajabi N, Olsen CA, O'Hare T, Deininger MW. Abstract LB109: A critical role for SIRT5 in acute myeloid leukemia metabolism. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-lb109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Standard of care for AML includes chemotherapy and stem cell transplant, with 5-year survival rates <30%. We sought to identify genes critical to AML cells, irrespective of mutational status, and performed an shRNA screen targeting 1,287 genes on 12 AML patient samples. This screen identified Sirtuin 5 (SIRT5) as a top candidate. SIRT5 is the only known enzyme with desuccinylase, demalonylase, and/or deglutarylase activity and we are the first to report the dependence of AML cells on SIRT5. Next, we stably transduced a panel of AML cell lines with doxycycline (dox)-inducible shSIRT5 (dox-shSIRT5). SIRT5 knockdown (KD) strongly inhibited cell growth, colony formation and increased apoptosis in 15/22 lines (SIRT5-dependent), while 7/22 lines were SIRT5-independent. SIRT5 dependence did not correlate with AML-related mutations nor basal SIRT5 expression. SIRT5 KD in primary AML samples (N=25) revealed a therapeutic window (~50% reduction), with no effect in CB samples (N=5). We examined the requirement of SIRT5 in vivo using three mouse models of leukemia. In a xenograft model with AML cell lines, SIRT5 KD indefinitely prolonged survival of mice injected with SIRT5-dependent cells with no sign of leukemia. Bone marrow transplant with transduced (MLL-AF9 or BCR-ABL1) SIRT5 null cells showed reduced leukemia cell burden and splenomegaly, and significantly prolonged survival. FLT3-ITD-driven disease was also blunted by the absence of SIRT5 in a genetic knockout mouse model. Mechanically, SIRT5 KD profoundly reduced oxidative phosphorylation (OXPHOS) and glycolysis. Additionally, SIRT5 KD increased mitochondrial superoxide selectively in annexin V-negative, SIRT5-dependent cells. Concomitant, ectopic expression of SOD2 abrogated the increase in superoxide, rescued cells from apoptosis, and rescued the colony formation deficit. Untargeted metabolomics revealed RNA charging and alanine and serine metabolism as top metabolic pathways regulated by SIRT5, with glutaminase (GLS) and α-ketoglutarate identified as potential upstream regulators. Metabolic tracing experiments with [13C5,15N2]-glutamine confirmed disrupted glutamine metabolism in SIRT5-dependent cells. Together, these results indicate that SIRT5 is required to regulate glutamine flux to sustain redox homeostasis and/or anabolism. NRD167, a novel SIRT5 inhibitor, was used to target SIRT5 in AML. NRD167 reduced cell proliferation, induced apoptosis, and reduced OXPHOS in SIRT5-dependent but not SIRT5-independent cells. NRD167 inhibited colony formation from AML patient samples, but not in CB samples. An AML patient-derived xenograft model trended toward prolonged survival following ex vivo treatment with NRD167. Our data suggest that the majority of AML samples are dependent on SIRT5 and that inhibition preferentially targets AML cells, implicating SIRT5 as a therapy target in AML.
Citation Format: Dongqing Yan, Anca Franzini, Anthony D. Pomicter, Brayden J. Halverson, Orlando Antelope, Clinton C. Mason, Jonathan M. Ahmann, Anna V. Senina, Courtney L. L. Jones, Matthew S. Zabriskie, Hein Than, Michael J. Xiao, Alexandria van Scoyk, Ami B. Patel, William L. L. Heaton, Shawn C. Owen, Joshua L. Andersen, Christina M. Egbert, Julie A. Reisz, Angelo D'Alessandro, James E. Cox, Kevin C. Gantz, Hannah M. Redwine, Siddharth M. Iyer, Jamshid S. Khorashad, Nima Rajabi, Christian A. Olsen, Thomas O'Hare, Michael W. Deininger. A critical role for SIRT5 in acute myeloid leukemia metabolism [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr LB109.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Hein Than
- 1University of Utah, Salt Lake City, UT
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Nima Rajabi
- 5University of Copenhagen, Copenhagen, Denmark
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10
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Feusier JE, Arunachalam S, Tashi T, Baker MJ, VanSant-Webb C, Ferdig A, Welm BE, Rodriguez-Flores JL, Ours C, Jorde LB, Prchal JT, Mason CC. Large-Scale Identification of Clonal Hematopoiesis and Mutations Recurrent in Blood Cancers. Blood Cancer Discov 2021; 2:226-237. [PMID: 34027416 DOI: 10.1158/2643-3230.bcd-20-0094] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Clonal hematopoiesis of indeterminate potential (CHIP) is characterized by detectable hematopoietic-associated gene mutations in a person without evidence of hematologic malignancy. We sought to identify additional cancer-presenting mutations useable for CHIP detection by performing a data mining analysis of 48 somatic mutation studies reporting mutations at diagnoses of 7,430 adult and pediatric patients with hematologic malignancies. Following extraction of 20,141 protein-altering mutations, we identified 434 significantly recurrent mutation hotspots, 364 of which occurred at loci confidently assessable for CHIP. We then performed an additional large-scale analysis of whole exome sequencing data from 4,538 persons belonging to three non-cancer cohorts for clonal mutations. We found the combined cohort prevalence of CHIP with mutations identical to those reported at blood cancer mutation hotspots to be 1.8%, and that some of these CHIP mutations occurred in children. Our findings may help to improve CHIP detection and pre-cancer surveillance for both children and adults.
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Affiliation(s)
- Julie E Feusier
- Department of Pediatrics, Division of Pediatric Hematology and Oncology, University of Utah, Salt Lake City, UT, USA.,Department of Human Genetics, University of Utah, Salt Lake City, UT, USA
| | - Sasi Arunachalam
- Department of Pediatrics, Division of Pediatric Hematology and Oncology, University of Utah, Salt Lake City, UT, USA.,Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.,Department of Oncological Sciences, University of Utah, Salt Lake City, UT, USA
| | - Tsewang Tashi
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.,Division of Hematology and Hematologic Malignancies, University of Utah, Salt Lake City, UT, USA.,VA Medical Center, Salt Lake City, UT, USA
| | - Monika J Baker
- Department of Pediatrics, Division of Pediatric Hematology and Oncology, University of Utah, Salt Lake City, UT, USA
| | - Chad VanSant-Webb
- Department of Pediatrics, Division of Pediatric Hematology and Oncology, University of Utah, Salt Lake City, UT, USA
| | - Amber Ferdig
- Department of Pediatrics, Division of Pediatric Hematology and Oncology, University of Utah, Salt Lake City, UT, USA
| | - Bryan E Welm
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.,Department of Surgery, University of Utah, Salt Lake City, UT, USA
| | | | - Christopher Ours
- Department of Pediatrics, Division of Pediatric Hematology and Oncology, University of Utah, Salt Lake City, UT, USA
| | - Lynn B Jorde
- Department of Human Genetics, University of Utah, Salt Lake City, UT, USA
| | - Josef T Prchal
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.,Division of Hematology and Hematologic Malignancies, University of Utah, Salt Lake City, UT, USA.,VA Medical Center, Salt Lake City, UT, USA
| | - Clinton C Mason
- Department of Pediatrics, Division of Pediatric Hematology and Oncology, University of Utah, Salt Lake City, UT, USA
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11
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Mason CC, Fiol CR, Baker MJ, Nadal-Melsio E, Yebra-Fernandez E, Bicalho L, Chowdhury A, Albert M, Reid AG, Claudiani S, Apperley JF, Khorashad JS. Identification of genetic targets in acute myeloid leukaemia for designing targeted therapy. Br J Haematol 2020; 192:137-145. [PMID: 33022753 DOI: 10.1111/bjh.17129] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 09/03/2020] [Accepted: 09/04/2020] [Indexed: 01/12/2023]
Abstract
Few effective therapies exist for acute myeloid leukaemia (AML), in part due to the molecular heterogeneity of this disease. We sought to identify genes crucial to deregulated AML signal transduction pathways which, if inhibited, could effectively eradicate leukaemia stem cells. Due to difficulties in screening primary cells, most previous studies have performed next-generation sequencing (NGS) library knockdown screens in cell lines. Using carefully considered methods including evaluation at multiple timepoints to ensure equitable gene knockdown, we employed a large NGS short hairpin RNA (shRNA) knockdown screen of nearly 5 000 genes in primary AML cells from six patients to identify genes that are crucial for leukaemic survival. Across various levels of stringency, genome-wide bioinformatic analysis identified a gene in the NOX family, NOX1, to have the most consistent knockdown effectiveness in primary cells (P = 5∙39 × 10-5 , Bonferroni-adjusted), impacting leukaemia cell survival as the top-ranked gene for two of the six AML patients and also showing high effectiveness in three of the other four patients. Further investigation of this pathway highlighted NOX2 as the member of the NOX family with clear knockdown efficacy. We conclude that genes in the NOX family are enticing candidates for therapeutic development in AML.
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Affiliation(s)
- Clinton C Mason
- Department of Pediatrics, Division of Pediatric Hematology and Oncology, University of Utah, Salt Lake City, UT, USA
| | | | - Monika J Baker
- Department of Pediatrics, Division of Pediatric Hematology and Oncology, University of Utah, Salt Lake City, UT, USA
| | - Elisabet Nadal-Melsio
- SIHMDS North West London Pathology, Imperial College Healthcare NHS Trust, London, UK
| | - Eva Yebra-Fernandez
- SIHMDS North West London Pathology, Imperial College Healthcare NHS Trust, London, UK
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12
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Yan D, Franzini A, Pomicter AD, Halverson BJ, Antelope O, Mason CC, Ahmann JM, Senina AV, Vellore NA, Jones CL, Zabriskie MS, Than H, Xiao MJ, van Scoyk A, Patel AB, Clair PM, Heaton WL, Owen SC, Andersen JL, Egbert CM, Reisz JA, D'Alessandro A, Cox JE, Gantz KC, Redwine HM, Iyer SM, Khorashad JS, Rajabi N, Olsen CA, O'Hare T, Deininger MW. SIRT5 IS A DRUGGABLE METABOLIC VULNERABILITY IN ACUTE MYELOID LEUKEMIA. Blood Cancer Discov 2019; 2:266-287. [PMID: 34027418 DOI: 10.1158/2643-3230.bcd-20-0168] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
We discovered that the survival and growth of many primary acute myeloid leukemia (AML) samples and cell lines, but not normal CD34+ cells, are dependent on SIRT5, a lysine deacylase implicated in regulating multiple metabolic pathways. Dependence on SIRT5 is genotype-agnostic and extends to RAS- and p53-mutated AML. Results were comparable between SIRT5 knockdown and SIRT5 inhibition using NRD167, a potent and selective SIRT5 inhibitor. Apoptosis induced by SIRT5 disruption is preceded by reductions in oxidative phosphorylation and glutamine utilization, and an increase in mitochondrial superoxide that is attenuated by ectopic superoxide dismutase 2. These data indicate that SIRT5 controls and coordinates several key metabolic pathways in AML and implicate SIRT5 as a vulnerability in AML.
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Affiliation(s)
- Dongqing Yan
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Anca Franzini
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | | | | | - Orlando Antelope
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Clinton C Mason
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Jonathan M Ahmann
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Anna V Senina
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Nadeem A Vellore
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Courtney L Jones
- Division of Hematology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | | | - Hein Than
- Department of Haematology, Singapore General Hospital, Singapore
| | - Michael J Xiao
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | | | - Ami B Patel
- Division of Hematology and Hematologic Malignancies, University of Utah, Salt Lake City, UT, USA
| | - Phillip M Clair
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - William L Heaton
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Shawn C Owen
- Department of Pharmaceutics and Pharmaceutical Chemistry, University of Utah, Salt Lake City, UT, USA
| | - Joshua L Andersen
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT, USA
| | - Christina M Egbert
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT, USA
| | - Julie A Reisz
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Angelo D'Alessandro
- Division of Hematology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.,Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - James E Cox
- Department of Biochemistry, University of Utah, Salt Lake City, UT, USA
| | - Kevin C Gantz
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Hannah M Redwine
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Siddharth M Iyer
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Jamshid S Khorashad
- Department of Immunology and Inflammation, Imperial College London, London, UK
| | - Nima Rajabi
- Center for Biopharmaceuticals & Department of Drug Design and Pharmacology, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark
| | - Christian A Olsen
- Center for Biopharmaceuticals & Department of Drug Design and Pharmacology, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark
| | - Thomas O'Hare
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.,Division of Hematology and Hematologic Malignancies, University of Utah, Salt Lake City, UT, USA
| | - Michael W Deininger
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.,Division of Hematology and Hematologic Malignancies, University of Utah, Salt Lake City, UT, USA
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13
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Yan D, Pomicter AD, Tantravahi S, Mason CC, Senina AV, Ahmann JM, Wang Q, Than H, Patel AB, Heaton WL, Eiring AM, Clair PM, Gantz KC, Redwine HM, Swierczek SI, Halverson BJ, Baloglu E, Shacham S, Khorashad JS, Kelley TW, Salama ME, Miles RR, Boucher KM, Prchal JT, O'Hare T, Deininger MW. Nuclear-Cytoplasmic Transport Is a Therapeutic Target in Myelofibrosis. Clin Cancer Res 2018; 25:2323-2335. [PMID: 30563936 DOI: 10.1158/1078-0432.ccr-18-0959] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2018] [Revised: 08/31/2018] [Accepted: 12/14/2018] [Indexed: 01/06/2023]
Abstract
PURPOSE Myelofibrosis is a hematopoietic stem cell neoplasm characterized by bone marrow reticulin fibrosis, extramedullary hematopoiesis, and frequent transformation to acute myeloid leukemia. Constitutive activation of JAK/STAT signaling through mutations in JAK2, CALR, or MPL is central to myelofibrosis pathogenesis. JAK inhibitors such as ruxolitinib reduce symptoms and improve quality of life, but are not curative and do not prevent leukemic transformation, defining a need to identify better therapeutic targets in myelofibrosis. EXPERIMENTAL DESIGN A short hairpin RNA library screening was performed on JAK2V617F-mutant HEL cells. Nuclear-cytoplasmic transport (NCT) genes including RAN and RANBP2 were among top candidates. JAK2V617F-mutant cell lines, human primary myelofibrosis CD34+ cells, and a retroviral JAK2V617F-driven myeloproliferative neoplasms mouse model were used to determine the effects of inhibiting NCT with selective inhibitors of nuclear export compounds KPT-330 (selinexor) or KPT-8602 (eltanexor). RESULTS JAK2V617F-mutant HEL, SET-2, and HEL cells resistant to JAK inhibition are exquisitely sensitive to RAN knockdown or pharmacologic inhibition by KPT-330 or KPT-8602. Inhibition of NCT selectively decreased viable cells and colony formation by myelofibrosis compared with cord blood CD34+ cells and enhanced ruxolitinib-mediated growth inhibition and apoptosis, both in newly diagnosed and ruxolitinib-exposed myelofibrosis cells. Inhibition of NCT in myelofibrosis CD34+ cells led to nuclear accumulation of p53. KPT-330 in combination with ruxolitinib-normalized white blood cells, hematocrit, spleen size, and architecture, and selectively reduced JAK2V617F-mutant cells in vivo. CONCLUSIONS Our data implicate NCT as a potential therapeutic target in myelofibrosis and provide a rationale for clinical evaluation in ruxolitinib-exposed patients with myelofibrosis.
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Affiliation(s)
- Dongqing Yan
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah
| | | | - Srinivas Tantravahi
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah.,Division of Hematology and Hematologic Malignancies, The University of Utah, Salt Lake City, Utah
| | - Clinton C Mason
- Department of Pediatrics, The University of Utah, Salt Lake City, Utah
| | - Anna V Senina
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah
| | - Jonathan M Ahmann
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah
| | - Qiang Wang
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah.,Department of Hematology, Nanfang Hospital, Southern Medical University
| | - Hein Than
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah.,Department of Haematology, Singapore General Hospital, Singapore
| | - Ami B Patel
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah.,Division of Hematology and Hematologic Malignancies, The University of Utah, Salt Lake City, Utah
| | - William L Heaton
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah
| | - Anna M Eiring
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah
| | - Phillip M Clair
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah
| | - Kevin C Gantz
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah
| | - Hannah M Redwine
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah
| | - Sabina I Swierczek
- Division of Hematology and Hematologic Malignancies, The University of Utah, Salt Lake City, Utah
| | | | | | | | - Jamshid S Khorashad
- Department of Cellular Pathology, Hammersmith Hospital, Imperial College Health Care NHS Trust, London, United Kingdom
| | - Todd W Kelley
- Department of Pathology, The University of Utah, Salt Lake City, Utah
| | - Mohamed E Salama
- Department of Pathology, The University of Utah, Salt Lake City, Utah
| | - Rodney R Miles
- Department of Pathology, The University of Utah, Salt Lake City, Utah
| | - Kenneth M Boucher
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah
| | - Josef T Prchal
- Division of Hematology and Hematologic Malignancies, The University of Utah, Salt Lake City, Utah
| | - Thomas O'Hare
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah.,Division of Hematology and Hematologic Malignancies, The University of Utah, Salt Lake City, Utah
| | - Michael W Deininger
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah. .,Division of Hematology and Hematologic Malignancies, The University of Utah, Salt Lake City, Utah
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Bruggers CS, Baranowski S, Beseris M, Leonard R, Long D, Schulte E, Shorter A, Stigner R, Mason CC, Bedrov A, Pascual I, Bulaj G. A Prototype Exercise-Empowerment Mobile Video Game for Children With Cancer, and Its Usability Assessment: Developing Digital Empowerment Interventions for Pediatric Diseases. Front Pediatr 2018; 6:69. [PMID: 29686977 PMCID: PMC5900044 DOI: 10.3389/fped.2018.00069] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Accepted: 03/08/2018] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Medical advances continue to improve morbidity and mortality of serious pediatric diseases, including cancer, driving research addressing diminished physical and psychological quality of life in children with these chronic conditions. Empowerment enhances resilience and positively influences health, disease, and therapy understanding. We describe the development and usability assessment of a prototype Empower Stars! mobile video game grounded in behavioral and exercise theories with the purpose of coupling physical exercise with empowerment over disease in children with cancer. METHODS Academic faculty, health-care providers, and community video game developers collaborated in this project. The iPadAir was selected as a delivery platform for its accelerometer and gyroscope features facilitating exercise design. Unity multiplatform technology provided animation and audiovisual features for immediate player feedback. Javascript, C#, Photoshop, Flash, and SketchUp were used for coding, creating graphical assets, Sprite sheets, and printing files, respectively. 3D-printed handles and case backing were used to adapt the iPad for physical exercise. Game usability, engagement, and enjoyment were assessed via a multilevel study of children undergoing cancer chemotherapy, their parents, and pediatric cancer health-care providers. Feedback crucial for ongoing game development was analyzed. RESULTS A prototype Empower Stars! mobile video game was developed for children 7-14 years old with cancer. Active, sedentary, educational, and empowerment-centered elements intermix for 20 min of exercise within a 30 min "one-day treatment" gameplay session involving superheroes, space exploration, metaphorical cancer challenges, life restoration on a barren planet, and innumerable star rewards. No player "dies." Usability assessment data analyses showed widespread enthusiasm for integrating exercise with empowerment over cancer and the game itself. Favorite elements included collecting star rewards and planet terraforming. Traveling in space and the Healthy Food Choice game were least liked. The need for improved gameplay instructions was expressed by all groups. The usability study provided essential feedback for converting the prototype into alpha version of Empower Stars! CONCLUSION Adapting exercise empowerment-promoting video game technology to mobile platforms facilitates usability and widespread dissemination for children with cancer. We discuss broader therapeutic applicability in diverse chronic pediatric diseases, including obesity, asthma, cystic fibrosis, diabetes, and juvenile idiopathic arthritis.
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Affiliation(s)
- Carol S Bruggers
- Division of Hematology-Oncology, Department of Pediatrics, University of Utah, Salt Lake City, UT, United States.,Primary Children's Hospital, Salt Lake City, UT, United States
| | | | | | | | - Derek Long
- Spy Hop Youth Media, Salt Lake City, UT, United States
| | | | | | - Rowan Stigner
- Spy Hop Youth Media, Salt Lake City, UT, United States
| | - Clinton C Mason
- Division of Hematology-Oncology, Department of Pediatrics, University of Utah, Salt Lake City, UT, United States
| | - Alisa Bedrov
- Division of Hematology-Oncology, Department of Pediatrics, University of Utah, Salt Lake City, UT, United States.,Department of Medicinal Chemistry, College of Pharmacy, University of Utah, Salt Lake City, UT, United States
| | - Ian Pascual
- Division of Hematology-Oncology, Department of Pediatrics, University of Utah, Salt Lake City, UT, United States.,Department of Medicinal Chemistry, College of Pharmacy, University of Utah, Salt Lake City, UT, United States.,Juan Diego Catholic High School, Draper, UT, United States
| | - Grzegorz Bulaj
- Department of Medicinal Chemistry, College of Pharmacy, University of Utah, Salt Lake City, UT, United States
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15
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Affiliation(s)
- Clinton C Mason
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, University of Utah, 417 Wakara Way, Salt Lake City, UT 84108, USA
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16
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Meyer JA, Zhou D, Mason CC, Downie JM, Rodic V, Abromowitch M, Wistinghausen B, Termuhlen AM, Angiolillo AL, Perkins SL, Lones MA, Barnette P, Schiffman JD, Miles RR. Genomic characterization of pediatric B-lymphoblastic lymphoma and B-lymphoblastic leukemia using formalin-fixed tissues. Pediatr Blood Cancer 2017; 64. [PMID: 27957801 DOI: 10.1002/pbc.26363] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2016] [Revised: 10/25/2016] [Accepted: 10/26/2016] [Indexed: 01/04/2023]
Abstract
BACKGROUND Recurrent genomic changes in B-lymphoblastic leukemia (B-ALL) identified by genome-wide single-nucleotide polymorphism (SNP) microarray analysis provide important prognostic information, but gene copy number analysis of its rare lymphoma counterpart, B-lymphoblastic lymphoma (B-LBL), is limited by the low incidence and lack of fresh tissue for genomic testing. PROCEDURE We used molecular inversion probe (MIP) technology to analyze and compare copy number alterations (CNAs) in archival formalin-fixed paraffin-embedded pediatric B-LBL (n = 23) and B-ALL (n = 55). RESULTS Similar to B-ALL, CDKN2A/B deletions were the most common alteration identified in 6/23 (26%) B-LBL cases. Eleven of 23 (48%) B-LBL patients were hyperdiploid, but none showed triple trisomies (chromosomes 4, 10, and 17) characteristic of B-ALL. IKZF1 and PAX5 deletions were observed in 13 and 17% of B-LBL, respectively, which was similar to the reported frequency in B-ALL. Immunoglobulin light chain lambda (IGL) locus deletions consistent with normal light chain rearrangement were observed in 5/23 (22%) B-LBL cases, compared with only 1% in B-ALL samples. None of the B-LBL cases showed abnormal, isolated VPREB1 deletion adjacent to IGL locus, which we identified in 25% of B-ALL. CONCLUSIONS Our study demonstrates that the copy number profile of B-LBL is distinct from B-ALL, suggesting possible differences in pathogenesis between these closely related diseases.
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Affiliation(s)
- Julia A Meyer
- Department of Oncological Sciences, University of Utah, Salt Lake City, Utah
- Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah
| | - Delu Zhou
- Department of Pathology, University of Utah, Salt Lake City, Utah
| | - Clinton C Mason
- Department of Pediatrics, University of Utah, Salt Lake City, Utah
| | - Jonathan M Downie
- Department of Human Genetics, University of Utah, Salt Lake City, Utah
| | - Vladimir Rodic
- Department of Pathology, University of Utah, Salt Lake City, Utah
| | - Minnie Abromowitch
- Department of Pediatrics, University of Nebraska Medical Center, Omaha, Nebraska
| | - Birte Wistinghausen
- Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Amanda M Termuhlen
- Department of Pediatrics, Keck School of Medicine at the University of Southern California, Children's Hospital Los Angeles, Los Angeles, California
| | - Anne L Angiolillo
- Division of Oncology, Center for Cancer and Blood Disorders, Children's National Medical Center, Washington, District of Columbia
| | - Sherrie L Perkins
- Department of Pathology, University of Utah, Salt Lake City, Utah
- ARUP Institute for Experimental Pathology, Salt Lake City, Utah
| | - Mark A Lones
- Department of Pathology and Laboratory Medicine, University of California Los Angeles, Los Angeles, California
| | - Phillip Barnette
- Department of Pediatrics, University of Utah, Salt Lake City, Utah
| | - Joshua D Schiffman
- Department of Oncological Sciences, University of Utah, Salt Lake City, Utah
- Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah
- Department of Pediatrics, University of Utah, Salt Lake City, Utah
| | - Rodney R Miles
- Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah
- Department of Pathology, University of Utah, Salt Lake City, Utah
- ARUP Institute for Experimental Pathology, Salt Lake City, Utah
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Young EL, Pflieger L, Maese L, Fowler T, Garfield K, Samadder NJ, Johnson B, Mason CC, Moore B, Ryanearson S, Yandell M, Kohlmann W, Schiffman JD. Abstract 2706: KRT16 germline mutation associated with familial syndrome of tylosis with esophageal cancer (TOC). Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-2706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Tylosis (palmoplantar keratoderma) with esophageal cancer (TOC) also known as Howel-Evans syndrome has been associated with pathogenic mutations in RHBDF2. A potential TOC family was referred for clinical evaluation at the Family Cancer Assessment Clinic (FCAC) at Huntsman Cancer Institute, Salt Lake City, Utah. Multiple relatives of the proband had hyperkeratosis on the areas of skin associated with pressure and friction, especially the feet, as well as oral leukoplakia. The proband’s father, paternal aunt, paternal grandfather, and paternal great grandfather had been diagnosed with esophageal cancer. Clinical testing was unable to identify a germline mutation in RHBDFR2 that explained the observed phenotype and inheritance pattern. As part of Heritage 1K Project (University of Utah), Pediatric & Adult Cancer Section, we performed whole genome sequencing (WGS) on 5 family members, 4 that were affected with the hyperkeratosis, and 1 unaffected family member, to identify other potential genetic causes for the observed TOC phenotype. We prioritized variants via VAAST (Variant Annotation, Analysis and Search Tool). Reducing our genes of interest to those involved in palmoplantar keratoderma with PHEVOR (Phenotype Driven Variant Ontological Re-ranking Tool), we identified a pathogenic mutation: KRT16 c.379C>T p.Arg127Cys. This mutation is reported in a large palmoplantar keratoderma family (without esophageal cancer) and is listed as pathogenic in Clinvar (www.ncbi.nlm.nih.gov/clinvar). KRT16 c.379C>T p.Arg127Cys was present in each of the affected family members, but not in the unaffected relative. Our analysis is the first of its kind to suggest carriers of pathogenic variants in KRT16 are at-risk for esophageal cancer, and may benefit from esophageal surveillance. Additionally, patients presenting with a family history of esophageal cancer should be considered for germline testing for KRT16 mutations along with RHBDF2 mutations.
Citation Format: Erin L. Young, Lance Pflieger, Luke Maese, Trent Fowler, Kinley Garfield, N. Jewel Samadder, Bella Johnson, Clinton C. Mason, Barry Moore, Shawn Ryanearson, Mark Yandell, Wendy Kohlmann, Joshua D. Schiffman. KRT16 germline mutation associated with familial syndrome of tylosis with esophageal cancer (TOC) [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 2706. doi:10.1158/1538-7445.AM2017-2706
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Mason CC, Khorashad JS, Tantravahi SK, Kelley TW, Zabriskie MS, Yan D, Pomicter AD, Reynolds KR, Eiring AM, Kronenberg Z, Sherman RL, Tyner JW, Dalley BK, Dao KH, Yandell M, Druker BJ, Gotlib J, O'Hare T, Deininger MW. Age-related mutations and chronic myelomonocytic leukemia. Leukemia 2015; 30:906-13. [PMID: 26648538 DOI: 10.1038/leu.2015.337] [Citation(s) in RCA: 106] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2015] [Revised: 11/17/2015] [Accepted: 11/23/2015] [Indexed: 01/18/2023]
Abstract
Chronic myelomonocytic leukemia (CMML) is a hematologic malignancy nearly confined to the elderly. Previous studies to determine incidence and prognostic significance of somatic mutations in CMML have relied on candidate gene sequencing, although an unbiased mutational search has not been conducted. As many of the genes commonly mutated in CMML were recently associated with age-related clonal hematopoiesis (ARCH) and aged hematopoiesis is characterized by a myelomonocytic differentiation bias, we hypothesized that CMML and aged hematopoiesis may be closely related. We initially established the somatic mutation landscape of CMML by whole exome sequencing followed by gene-targeted validation. Genes mutated in ⩾10% of patients were SRSF2, TET2, ASXL1, RUNX1, SETBP1, KRAS, EZH2, CBL and NRAS, as well as the novel CMML genes FAT4, ARIH1, DNAH2 and CSMD1. Most CMML patients (71%) had mutations in ⩾2 ARCH genes and 52% had ⩾7 mutations overall. Higher mutation burden was associated with shorter survival. Age-adjusted population incidence and reported ARCH mutation rates are consistent with a model in which clinical CMML ensues when a sufficient number of stochastically acquired age-related mutations has accumulated, suggesting that CMML represents the leukemic conversion of the myelomonocytic-lineage-biased aged hematopoietic system.
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Affiliation(s)
- C C Mason
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.,Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - J S Khorashad
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - S K Tantravahi
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - T W Kelley
- Department of Pathology, University of Utah, Salt Lake City, UT, USA
| | - M S Zabriskie
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - D Yan
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - A D Pomicter
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - K R Reynolds
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - A M Eiring
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Z Kronenberg
- Department of Human Genetics, University of Utah, Salt Lake City, UT, USA
| | - R L Sherman
- North American Association of Central Cancer Registries, Springfield, IL, USA
| | - J W Tyner
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, USA
| | - B K Dalley
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - K-H Dao
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, USA
| | - M Yandell
- Department of Human Genetics, University of Utah, Salt Lake City, UT, USA
| | - B J Druker
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, USA
| | - J Gotlib
- Division of Hematology, Stanford University School of Medicine/Stanford Cancer Institute, Stanford, CA, USA
| | - T O'Hare
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.,Division of Hematology and Hematologic Malignancies, Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA
| | - M W Deininger
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.,Division of Hematology and Hematologic Malignancies, Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA
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Patel S, Mason CC, Glenn MJ, Paxton CN, South ST, Cessna MH, Asch J, Cobain EF, Bixby DL, Smith LB, Schiffman JD, Miles RR. Abstract 1723: IKZF1/CDKN2A co-deletion predicts shorter survival in adult B-ALL. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-1723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
B lymphoblastic leukemia (B-ALL) in adults has a higher risk of relapse and lower long-term survival than pediatric B-ALL. Prognostic biomarkers are needed for better risk-stratification and therapy selection. Microarray-based genome-wide profiling studies in pediatric patients have revealed recurrent abnormalities in B-cell development and cell cycle regulation. IKZF1 alterations convey a negative prognostic impact in pediatric B-ALL, but their significance is not well characterized in adult B-ALL. CDKN2A alterations have also been associated with a poorer prognosis in adult Ph+ ALL, possibly by mediating resistance to targeted therapy. The copy number landscape of adult B-ALL has not been fully assessed, and given its inferior prognosis, may be distinct from its pediatric counterpart. We identified 70 adult B-ALL patients (median age 45 years, range 18-83) from 1998-2013 at three institutions. DNA was isolated from formalin-fixed, paraffin-embedded (FFPE) diagnostic bone marrow clots and assessed with the OncoScan FFPE Express genome-wide single nucleotide polymorphism (SNP) assay (Affymetrix). Copy number alteration (CNA) analysis was performed using Nexus Software V7 (Biodiscovery) and in-house coding. The most frequent CNAs called by the software were manually verified for probe evidence. Clinical data available on this cohort included age, gender, hematologic laboratory values at presentation, CSF involvement, receipt of allogeneic transplant, cytogenetic profile, presence of t(9;22), event-free survival (EFS), and overall survival (OS). Estimated median survival time of the entire adult B-ALL patient cohort was 29 months. Recurrent deletions in the diagnostic samples were noted at several loci, including CDKN2A (47%), IKZF1 (40%), PAX5 (24%), BTG1 (17%), and BTLA (14%). Recurrent gains were identified at the following loci: ERG (30%), ETS2 (21%), MYB (20%), UBASH3B (20%), PRKCH (19%), CDK6 (17%), and ETV6 (16%). No individual CNA heralded a significant prognostic impact in the entire cohort or in subgroup analyses stratified by presence of t(9;22) for either EFS or OS, though this could be due to our relatively smaller sample size in contrast to pediatric studies that have observed a prognostic impact at some of these loci. However, the combination of both CDK2NA and IKZF1 deletions (26%) correlated with a significantly worse overall survival than having only one or neither of these deletions (both vs CDKN2A only: p = 0.028, both vs IKZF1 only: p = 0.027, both vs neither deleted: p = 0.048). Age was the only other covariate significant in univariate analyses for OS, yet IKZF1/CDKN2A co-deletion remained significant in multivariate analysis adjusting for age. Adult B-ALL demonstrates frequent CDKN2A deletions, IKZF1 deletions, and CDKN2A/IKZF1 co-deletions. To our knowledge, the negative prognostic impact of the CDKN2A/IKZF1 co-deletion is a novel finding in adult B-ALL and requires further validation in larger cohorts.
Citation Format: Shiven Patel, Clinton C. Mason, Martha J. Glenn, Christian N. Paxton, Sara T. South, Melissa H. Cessna, Julie Asch, Erin F. Cobain, Dale L. Bixby, Lauren B. Smith, Joshua D. Schiffman, Rodney R. Miles. IKZF1/CDKN2A co-deletion predicts shorter survival in adult B-ALL. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 1723. doi:10.1158/1538-7445.AM2015-1723
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Affiliation(s)
- Shiven Patel
- 1Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Clinton C. Mason
- 1Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Martha J. Glenn
- 1Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | | | - Sara T. South
- 3University of Utah Department of Pathology, ARUP Laboratories, Salt Lake City, UT
| | - Melissa H. Cessna
- 4Department of Pathology and Intermountain BioRepository, Salt Lake City, UT
| | - Julie Asch
- 5Intermountain Blood and Marrow Transplant/Acute Leukemia Program, Salt Lake City, UT
| | - Erin F. Cobain
- 6University of Michigan Department of Hematology, Ann Arbor, MI
| | - Dale L. Bixby
- 6University of Michigan Department of Hematology, Ann Arbor, MI
| | - Lauren B. Smith
- 7University of Michigan Department of Pathology, Ann Arbor, MI
| | - Joshua D. Schiffman
- 8Huntsman Cancer Institute, University of Utah Department of Pediatrics, Salt Lake City, UT
| | - Rodney R. Miles
- 9Huntsman Cancer Institute, University of Utah Department of Pathology, ARUP Laboratories, Salt Lake City, UT
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Abegglen LM, Gardiner JD, Mason CC, Carter BE, Schackmann EA, Stucki M, Putnam AR, Randall RL, Kovar H, Lessnick SL, Schiffman JD. Abstract 483: Functional validation of CEBPB as an oncogenic target of EWS-FLI1 in Ewing sarcoma. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
We previously identified increased copies of CEBPB in a subset of Ewing sarcoma (ES) tumors, and this gain was associated with worse clinical outcome. Due to CEBPB's role in cell growth and differentiation, as well as the gene's ability to transform normal mammary epithelial cells, we hypothesized that CEBPB acts as an oncogene in ES by increasing cell proliferation and transformation. To address this hypothesis, we altered gene expression using viral gene delivery systems in ES cell lines. First, we tested if CEBPB is a target of the EWS-FLI1 fusion protein using a FLI1 shRNA to knockdown EWS-FLI1 in an ES cell line (A673), followed by re-expression of the fusion gene. We then measured expression of the three C/EBPβ (protein) isoforms by western blot. Knockdown of EWS-FLI1 expression led to decreased protein expression of all three C/EBPβ isoforms. Re-expression of EWS-FLI1 rescued C/EBPβ protein expression, suggesting that C/EBPβ is a target of EWS-FLI1. To explore the functional consequence of altered expression of CEBPB, we transduced ES cell lines to knockdown, overexpress, and rescue C/EBPβ. Changes in protein expression were confirmed by western blot. Following transduction and antibiotic selection, cell proliferation and colony formation were measured by quantification of cellular ATP (Cell Titer Glo, Promega). Overexpression of C/EBPβ-1, the largest of the three C/EBPβ isoforms, led to a significant (p<0.005) increase in colony formation when cells were grown in soft agar compared to empty vector transduced cells. In addition, knockdown of C/EBPβ decreased colony formation (p<0.05), and re-expression of either C/EBPβ-1 (p<0.0001) or C/EBPβ-2 (p<0.005) rescued the phenotype. To identify downstream targets of C/EBPβ we measured changes in protein expression by western blot of potential CEBPB targets in cells with overexpression of each C/EBPβ isoform. Overexpression of C/EBPβ-1 and CEBPβ-2 led to increased protein expression of ALDH1A1. In addition, overexpression of C/EBPβ-1 and C/EBPβ-2 led to resistance to chemotherapeutic agents similar to previous reports of chemoresistance for ES cells that overexpressed ALDH. In conclusion, the increased transformation potential of ES cells that overexpress either C/EBPβ-1 or C/EBPβ-2 indicates that CEBPB is an oncogenic target of EWS-FLI1. Poor outcome for patients with CEBPB amplifications may result from chemoresistance mediated by increased expression of ALDH1A1. In addition, increased expression of ALDH may suggest that overexpression of C/EBPβ in ES tumors induces a stem cell like state. Patients with CEBPB amplifications may benefit from pretreatment with ALDH inhibitors prior to chemotherapy.
Citation Format: Lisa M. Abegglen, Jamie D. Gardiner, Clinton C. Mason, Bryce E. Carter, Elizabeth A. Schackmann, Marcus Stucki, Angelica R. Putnam, R Lor Randall, Heinrich Kovar, Stephen L. Lessnick, Joshua D. Schiffman. Functional validation of CEBPB as an oncogenic target of EWS-FLI1 in Ewing sarcoma. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 483. doi:10.1158/1538-7445.AM2015-483
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Affiliation(s)
- Lisa M. Abegglen
- 1Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | | | - Clinton C. Mason
- 1Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | | | | | - Marcus Stucki
- 1Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | | | - R Lor Randall
- 1Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Heinrich Kovar
- 3Children's Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria
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Cohen A, Sato M, Aldape K, Mason CC, Alfaro-Munoz K, Heathcock L, South ST, Abegglen LM, Schiffman JD, Colman H. DNA copy number analysis of Grade II-III and Grade IV gliomas reveals differences in molecular ontogeny including chromothripsis associated with IDH mutation status. Acta Neuropathol Commun 2015; 3:34. [PMID: 26091668 PMCID: PMC4474351 DOI: 10.1186/s40478-015-0213-3] [Citation(s) in RCA: 57] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2015] [Accepted: 05/13/2015] [Indexed: 12/21/2022] Open
Abstract
Introduction Isocitrate dehydrogenase (IDH) mutation status and grade define subgroups of diffuse gliomas differing based on age, tumor location, presentation, and prognosis. While some biologic differences between IDH mutated (IDHmut) and wild-type (IDHwt) gliomas are clear, the distinct alterations associated with progression of the two subtypes to glioblastoma (GBM, Grade IV) have not been well described. We analyzed copy number alterations (CNAs) across grades (Grade II–III and GBM) in both IDHmut and IDHwt infiltrating gliomas using molecular inversion probe arrays. Results Ninety four patient samples were divided into four groups: Grade II–III IDHwt (n = 17), Grade II–III IDHmut (n = 28), GBM IDHwt (n = 25), and GBM IDHmut (n = 24). We validated prior observations that IDHwt GBM have a high frequency of chromosome 7 gain (including EGFR) and chromosome 10 loss (including PTEN) compared with IDHmut GBM. Hierarchical clustering of IDHmut gliomas demonstrated distinct CNA patterns distinguishing lower grade gliomas versus GBM. However, similar hierarchical clustering of IDHwt gliomas demonstrated no CNA distinction between lower grade glioma and GBM. Functional analyses showed that IDHwt gliomas had more chromosome gains in regions containing receptor tyrosine kinase pathways. In contrast, IDHmut gliomas more commonly demonstrated amplification of cyclins and cyclin dependent kinase genes. One of the most common alterations associated with transformation of lower grade to GBM IDHmut gliomas was the loss of chromosomal regions surrounding PTEN. IDHmut GBM tumors demonstrated significantly higher levels of overall CNAs compared to lower grade IDHmut tumors and all grades of IDHwt tumors, and IDHmut GBMs also demonstrated significant increase in incidence of chromothripsis. Conclusions Taken together, these analyses demonstrate distinct molecular ontogeny between IDHwt and IDHmut gliomas. Our data also support the novel findings that malignant progression of IDHmut gliomas to GBM involves increased genomic instability and genomic catastrophe, while IDHwt lower grade tumors are virtually identical to GBMs at the level of DNA copy number alterations. Electronic supplementary material The online version of this article (doi:10.1186/s40478-015-0213-3) contains supplementary material, which is available to authorized users.
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22
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Garfield K, Kohlmann W, Mason CC, Schiffman JD. Evaluation of family history in newly diagnosed children with cancer. J Clin Oncol 2015. [DOI: 10.1200/jco.2015.33.15_suppl.1546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Kinley Garfield
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, UT
| | - Wendy Kohlmann
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, UT
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23
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Khorashad JS, Eiring AM, Mason CC, Gantz KC, Bowler AD, Redwine HM, Yu F, Kraft IL, Pomicter AD, Reynolds KR, Iovino AJ, Zabriskie MS, Heaton WL, Tantravahi SK, Kauffman M, Shacham S, Chenchik A, Bonneau K, Ullman KS, O'Hare T, Deininger MW. shRNA library screening identifies nucleocytoplasmic transport as a mediator of BCR-ABL1 kinase-independent resistance. Blood 2015; 125:1772-81. [PMID: 25573989 PMCID: PMC4357584 DOI: 10.1182/blood-2014-08-588855] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2014] [Accepted: 12/23/2014] [Indexed: 12/26/2022] Open
Abstract
The mechanisms underlying tyrosine kinase inhibitor (TKI) resistance in chronic myeloid leukemia (CML) patients lacking explanatory BCR-ABL1 kinase domain mutations are incompletely understood. To identify mechanisms of TKI resistance that are independent of BCR-ABL1 kinase activity, we introduced a lentiviral short hairpin RNA (shRNA) library targeting ∼5000 cell signaling genes into K562(R), a CML cell line with BCR-ABL1 kinase-independent TKI resistance expressing exclusively native BCR-ABL1. A customized algorithm identified genes whose shRNA-mediated knockdown markedly impaired growth of K562(R) cells compared with TKI-sensitive controls. Among the top candidates were 2 components of the nucleocytoplasmic transport complex, RAN and XPO1 (CRM1). shRNA-mediated RAN inhibition or treatment of cells with the XPO1 inhibitor, KPT-330 (Selinexor), increased the imatinib sensitivity of CML cell lines with kinase-independent TKI resistance. Inhibition of either RAN or XPO1 impaired colony formation of CD34(+) cells from newly diagnosed and TKI-resistant CML patients in the presence of imatinib, without effects on CD34(+) cells from normal cord blood or from a patient harboring the BCR-ABL1(T315I) mutant. These data implicate RAN in BCR-ABL1 kinase-independent imatinib resistance and show that shRNA library screens are useful to identify alternative pathways critical to drug resistance in CML.
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MESH Headings
- Active Transport, Cell Nucleus/genetics
- Benzamides/pharmacology
- Cell Line, Tumor
- Cell Survival
- Drug Resistance, Neoplasm/genetics
- Fusion Proteins, bcr-abl/genetics
- Fusion Proteins, bcr-abl/metabolism
- Gene Knockdown Techniques
- Gene Library
- Humans
- Hydrazines/pharmacology
- Imatinib Mesylate
- K562 Cells
- Karyopherins/antagonists & inhibitors
- Karyopherins/genetics
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/metabolism
- Mutation
- Piperazines/pharmacology
- Protein Kinase Inhibitors/pharmacology
- Pyrimidines/pharmacology
- RNA, Small Interfering/genetics
- Receptors, Cytoplasmic and Nuclear/antagonists & inhibitors
- Receptors, Cytoplasmic and Nuclear/genetics
- Signal Transduction
- Triazoles/pharmacology
- Tumor Stem Cell Assay
- ran GTP-Binding Protein/antagonists & inhibitors
- ran GTP-Binding Protein/genetics
- Exportin 1 Protein
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Affiliation(s)
| | - Anna M Eiring
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, UT
| | - Clinton C Mason
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, UT
| | - Kevin C Gantz
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, UT
| | - Amber D Bowler
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, UT
| | - Hannah M Redwine
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, UT
| | - Fan Yu
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, UT; Beijing Tsinghua Chang Gung Hospital, Tsinghua University, Beijing, China
| | - Ira L Kraft
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, UT
| | | | | | - Anthony J Iovino
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, UT
| | | | - William L Heaton
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, UT
| | - Srinivas K Tantravahi
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, UT; Division of Hematology and Hematologic Malignancies, The University of Utah, Salt Lake City, UT
| | | | | | | | | | | | - Thomas O'Hare
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, UT; Division of Hematology and Hematologic Malignancies, The University of Utah, Salt Lake City, UT
| | - Michael W Deininger
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, UT; Division of Hematology and Hematologic Malignancies, The University of Utah, Salt Lake City, UT
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24
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Eiring AM, Page BDG, Kraft IL, Mason CC, Vellore NA, Resetca D, Zabriskie MS, Zhang TY, Khorashad JS, Engar AJ, Reynolds KR, Anderson DJ, Senina A, Pomicter AD, Arpin CC, Ahmad S, Heaton WL, Tantravahi SK, Todic A, Moriggl R, Wilson DJ, Baron R, O'Hare T, Gunning PT, Deininger MW. Combined STAT3 and BCR-ABL1 inhibition induces synthetic lethality in therapy-resistant chronic myeloid leukemia. Leukemia 2014; 29:586-597. [PMID: 25134459 PMCID: PMC4334758 DOI: 10.1038/leu.2014.245] [Citation(s) in RCA: 94] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2014] [Revised: 08/06/2014] [Accepted: 08/08/2014] [Indexed: 12/22/2022]
Abstract
Mutations in the BCR-ABL1 kinase domain are an established mechanism of tyrosine kinase inhibitor (TKI) resistance in Philadelphia chromosome-positive leukemia, but fail to explain many cases of clinical TKI failure. In contrast, it is largely unknown why some patients fail TKI therapy despite continued suppression of BCR-ABL1 kinase activity, a situation termed BCRABL1 kinase-independent TKI resistance. Here, we identified activation of signal transducer and activator of transcription 3 (STAT3) by extrinsic or intrinsic mechanisms as an essential feature of BCR-ABL1 kinase-independent TKI resistance. By combining synthetic chemistry, in vitro reporter assays, and molecular dynamics-guided rational inhibitor design and high-throughput screening, we discovered BP-5-087, a potent and selective STAT3 SH2 domain inhibitor that reduces STAT3 phosphorylation and nuclear transactivation. Computational simulations, fluorescence polarization assays, and hydrogen-deuterium exchange assays establish direct engagement of STAT3 by BP-5-087 and provide a high-resolution view of the STAT3 SH2 domain/BP-5-087 interface. In primary cells from CML patients with BCR-ABL1 kinase-independent TKI resistance, BP-5-087 (1.0 μM) restored TKI sensitivity to therapy-resistant CML progenitor cells, including leukemic stem cells (LSCs). Our findings implicate STAT3 as a critical signaling node in BCR-ABL1 kinase-independent TKI resistance, and suggest that BP-5-087 has clinical utility for treating malignancies characterized by STAT3 activation.
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Affiliation(s)
- Anna M Eiring
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah, USA
| | - Brent D G Page
- Department of Chemical and Physical Sciences, University of Toronto Mississauga, Mississauga, Ontario, Canada
| | - Ira L Kraft
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah, USA
| | - Clinton C Mason
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah, USA
| | - Nadeem A Vellore
- Department of Medicinal Chemistry, College of Pharmacy, The University of Utah, Salt Lake City, Utah, USA
| | - Diana Resetca
- York University Chemistry Department, Toronto, Ontario, Canada
| | - Matthew S Zabriskie
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah, USA
| | - Tian Y Zhang
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah, USA
| | - Jamshid S Khorashad
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah, USA
| | - Alexander J Engar
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah, USA
| | - Kimberly R Reynolds
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah, USA
| | - David J Anderson
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah, USA
| | - Anna Senina
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah, USA
| | - Anthony D Pomicter
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah, USA
| | - Carolynn C Arpin
- Department of Chemical and Physical Sciences, University of Toronto Mississauga, Mississauga, Ontario, Canada
| | - Shazia Ahmad
- Department of Medicinal Chemistry, College of Pharmacy, The University of Utah, Salt Lake City, Utah, USA
| | - William L Heaton
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah, USA
| | | | - Aleksandra Todic
- Department of Chemical and Physical Sciences, University of Toronto Mississauga, Mississauga, Ontario, Canada
| | - Richard Moriggl
- Ludwig Boltzmann Institute for Cancer Research, Vienna, Austria
| | - Derek J Wilson
- York University Chemistry Department, Toronto, Ontario, Canada.,Center for Research in Mass Spectrometry, Department of Chemistry, York University, Toronto, Ontario, Canada
| | - Riccardo Baron
- Department of Medicinal Chemistry, College of Pharmacy, The University of Utah, Salt Lake City, Utah, USA
| | - Thomas O'Hare
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah, USA.,Division of Hematology and Hematologic Malignancies, The University of Utah, Salt Lake City, Utah, USA
| | - Patrick T Gunning
- Department of Chemical and Physical Sciences, University of Toronto Mississauga, Mississauga, Ontario, Canada
| | - Michael W Deininger
- Huntsman Cancer Institute, The University of Utah, Salt Lake City, Utah, USA.,Division of Hematology and Hematologic Malignancies, The University of Utah, Salt Lake City, Utah, USA
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Grice BA, Mason CC, Weil EJ, Knowler WC, Pomeroy J. The relationship between insulin sensitivity and maximal oxygen uptake is confounded by method of adjustment for body composition. Diab Vasc Dis Res 2013; 10:530-5. [PMID: 24062163 DOI: 10.1177/1479164113501529] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND The use of ratios for analyzing physiologic variables often creates spurious associations. METHODS Results of a euglycaemic clamp, a graded exercise test to measure maximal oxygen uptake (VO2max) and underwater weighing in 358 nondiabetic adults (166 women and 192 men) were used to compare the effects of weight standardization by division or by partial Spearman correlations on the association between VO2max and insulin sensitivity. RESULTS VO2max and insulin sensitivity were negatively correlated when VO2max was divided by weight. When partial Spearman correlations were used to adjust VO2max for body composition, the correlation between VO2max and insulin sensitivity was greatly diminished. CONCLUSIONS Division of VO2max by weight does not adjust for weight, but it creates spurious associations between VO2max and insulin sensitivity.
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Affiliation(s)
- Brian A Grice
- National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, AZ, USA
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26
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Colman H, Sato M, Mason CC, Diefes K, Heathcock L, Abegglen L, Aldape K, Schiffman JD. Abstract A08: Chromothripsis and gene-specific copy number aberrations associated with mutation of IDH1 in glioma. Cancer Res 2013. [DOI: 10.1158/1538-7445.cec13-a08] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: IDH gene mutation in gliomas is associated with younger age and better survival. IDH1 mutation has also been demonstrated to cause global hypermethylation and G-CIMP phenotype in astrocytes. However, the effects of IDH mutation and hypermethylation on molecular ontogeny and DNA copy number alterations in gliomas remain unknown. Here we describe a detailed analysis of copy number alterations (CNA) comparing IDH mutated (IDHmut) and IDH wild-type (IDHwt) gliomas of different grades.
Method: CNAs were detected by molecular inversion probes (OncoScan FFPE Express, Affymetrix) and analyzed with Nexus Copy Number Software (BioDiscovery). DNA was extracted from 94 patient FFPE glioma samples including Grade II-III IDHwt (n=17) and IDHmut (n=28), and Grade IV: IDHwt (n=25) and IDHmut (n=24). Chromothripsis was determined in individual samples using stringent criteria of at least ten distinct CNAs within a single chromosome.
Results: General analysis of CNAs between IDHmut versus IDHwt grade IV (glioblastoma) samples validated prior observations that IDHwt GBM have high frequencies of Chr7 amplification (including EGFR) and loss of Chr10 (including PTEN). The frequency of these specific alterations in IDHmut grade IV tumors was significantly lower. Other CNAs that were significantly different were gain of 19q12, and loss of 14q11 and 22q13 in IDHwt, and gain of 11q21, 10p11, 8q21, 12p13, 1q23, 11q and loss of 11p15, 3p, and 19q13 in IDHmut. Overall, both IDHwt and IDHmut grade IV tumors demonstrated more CNAs compared with lower grade tumors. Inspection of data from individual samples suggested that a higher number of samples from the grade IV IDHmut demonstrated frequent CNAs within individual chromosomes, indicative of chromothripsis. Using stringent criteria of ten distinct CNAs per chromosome, we found a significantly high incidence of chromothripsis events were observed in Grade IV IDHmut compared to IDHwt (p=0.0374). There was also a trend towards higher incidence of chromothripsis in grade IV versus grade I-III IDHmut tumors, but this did not reach statistical significance. Analysis of CNAs at the p53 locus at 17p13 demonstrated that cases with chromothripsis across all tumor grades had a significantly higher incidence of copy number loss or LOH at this locus compared to cases without chromothripsis (p=0.0368).
Conclusions: CNA analysis showed significant differences in CNAs between IDHwt and IDHmut, indicating significant differences in molecular ontogeny. Significant CNA increases and increased chromothripsis in Grade IV IDHmut gliomas suggests that malignant transformation of low grade gliomas may occur through accumulation of genomic instability and genomic catastrophe. Since IDH mutation is thought to be an early event in gliomagenesis, it is possible that the global hypermethylation and other epigenetic alterations induced by IDH mutation in these tumors is mechanistically related to chromosomal instability and chromothripsis. In addition, higher incidence of LOH and copy number loss at the p53 loci in the cases with chromothripsis suggests a potential cooperative role between IDH1 and p53 in this process. Ongoing studies are aimed at further determining the contribution of p53 and ATRX mutation to this phenomenon.
Citation Format: Howard Colman, Mariko Sato, Clinton C. Mason, Kristin Diefes, Lindsey Heathcock, Lisa Abegglen, Ken Aldape, Joshua D. Schiffman. Chromothripsis and gene-specific copy number aberrations associated with mutation of IDH1 in glioma. [abstract]. In: Proceedings of the AACR Special Conference on Chromatin and Epigenetics in Cancer; Jun 19-22, 2013; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2013;73(13 Suppl):Abstract nr A08.
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Affiliation(s)
- Howard Colman
- 1Huntsman Cancer Institute, University of Utah, Salt Lake City, UT,
| | - Mariko Sato
- 1Huntsman Cancer Institute, University of Utah, Salt Lake City, UT,
| | - Clinton C. Mason
- 1Huntsman Cancer Institute, University of Utah, Salt Lake City, UT,
| | - Kristin Diefes
- 2The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Lisa Abegglen
- 1Huntsman Cancer Institute, University of Utah, Salt Lake City, UT,
| | - Ken Aldape
- 2The University of Texas MD Anderson Cancer Center, Houston, TX
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27
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Sato M, Aldape KD, Mason CC, Diefes K, Heathcock L, Abegglen L, Schiffman JD, Colman H. Use of DNA copy number analysis of grade 2-4 gliomas to reveal differences in molecular ontogeny associated with IDH mutation status. J Clin Oncol 2013. [DOI: 10.1200/jco.2013.31.15_suppl.2026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
2026 Background: The genetic alterations of glioma have been studied extensively. IDH1 mutation is associated with younger age and better survival. However, differences in molecular ontogeny within glioma related to IDH1 mutation remain unknown. Here we describe a detailed analysis of copy number alterations (CNA) between IDH1mut vs IDH1wt gliomas of grade 2-3 and 4. Methods: CNA were detected by molecular inversion probes (Affymetrix) and analyzed with Nexus Copy Number Software (BioDiscovery). DNA was extracted from 94 patient FFPE samples including grade 2-3: IDH1wt (n = 17) and IDH1mut (n = 28), and grade IV: IDH1wt ( n = 25) and IDH1mut(n = 24). Chromothripsis was detected using a stringent criteria of at least ten switches of CNA in individual chromosomes. Results: We validated prior findings that IDH1wt GBM have higher frequency of Chr7 amplification (including EGFR) and loss of Chr10 (including PTEN). Other CNA across all grades were: gain of 19q12 and loss of 14q11 in IDH1wt, and gain of 11q21, 10p11, 8q21 and loss of 11p15, 19q13 in IDH1mut. Within grade 2-3 samples, few CNA were associated with mutation status: 2-3wt demonstrated higher frequencies of gain of 7q and loss of 10q, 14q11, and 22q13, while 2-3mut demonstrated higher frequencies of 11q21 gain and 19q13 loss. Grade 4 tumors demonstrated more CNA that differed by mutation status, with 4wt tumors demonstrating gain of 7 and loss of 10 and 14q11, while 4mut demonstrated gains of 8q, 10p, 12p13, 1q23, and loss of 11p15, 3p, 19q13, among others. Comparison of grade 2-3mut vs grade 4mut tumors demonstrated larger number of CNA in the grade 4mut tumors including gain of 1p, 14q, 13q33, 9p, 8q and loss of 22q, 11p15, 10q, and 3p, among others. A significantly higher incidence of chromothripsis events was observed in grade 4mut compared to grade 4wt (p = 0.0374). Conclusions: CNA analysis showed significant differences in molecular ontogeny between IDH1wt and IDH1mut, some of which may further elucidate pathogenesis. Significant CNA increases and increased chromthripsis in grade 4mut support malignant transformation of low grade gliomas through accumulation of genomic instability and genomic catastrophe.
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Affiliation(s)
- Mariko Sato
- University of Utah, Huntsman Cancer Institute, Salt Lake City, UT
| | | | | | - Kristin Diefes
- The University of Texas M.D. Anderson Cancer Center, Houston, TX
| | | | | | | | - Howard Colman
- University of Utah, Huntsman Cancer Institute, Salt Lake City, UT
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Kim NH, Mason CC, Nelson RG, Afton SE, Essader AS, Medlin JE, Levine KE, Hoppin JA, Lin C, Knowler WC, Sandler DP. Arsenic exposure and incidence of type 2 diabetes in Southwestern American Indians. Am J Epidemiol 2013; 177:962-9. [PMID: 23504692 PMCID: PMC4023294 DOI: 10.1093/aje/kws329] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2011] [Accepted: 07/19/2012] [Indexed: 11/12/2022] Open
Abstract
Association of urinary arsenic concentration with incident diabetes was examined in American Indians from Arizona who have a high prevalence of type 2 diabetes and were screened for diabetes between 1982 and 2007. The population resides where drinking water contains arsenic at concentrations above federally recommended limits. A total of 150 nondiabetic subjects aged ≥25 years who subsequently developed type 2 diabetes were matched by year of examination and sex to 150 controls who remained nondiabetic for ≥10 years. Total urinary arsenic concentration, adjusted for urinary creatinine level, ranged from 6.6 µg/L to 123.1 µg/L, and inorganic arsenic concentration ranged from 0.1 µg/L to 36.0 µg/L. In logistic regression models adjusted for age, sex, body mass index, and urinary creatinine level, the odds ratios for incident diabetes were 1.11 (95% confidence interval (CI): 0.79, 1.57) and 1.16 (95% CI: 0.89, 1.53) for a 2-fold increase in total arsenic and inorganic arsenic, respectively. Categorical analyses suggested a positive relationship between quartiles of inorganic arsenic and incident diabetes (P = 0.056); post-hoc comparison of quartiles 2-4 with quartile 1 revealed 2-fold higher odds of diabetes in the upper quartiles (OR = 2.14, 95% CI: 1.19, 3.85). Modestly elevated exposure to inorganic arsenic may predict type 2 diabetes in American Indians. Larger studies that include measures of speciated arsenic are required for confirmation.
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Affiliation(s)
| | | | - Robert G. Nelson
- Correspondence to Dr. Robert G. Nelson, National Institutes of Health, 1550 East Indian School Road, Phoenix, AZ 85014-4972 (e-mail: )
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Florez JC, Jablonski KA, McAteer JB, Franks PW, Mason CC, Mather K, Horton E, Goldberg R, Dabelea D, Kahn SE, Arakaki RF, Shuldiner AR, Knowler WC. Effects of genetic variants previously associated with fasting glucose and insulin in the Diabetes Prevention Program. PLoS One 2012; 7:e44424. [PMID: 22984506 PMCID: PMC3439414 DOI: 10.1371/journal.pone.0044424] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2012] [Accepted: 08/03/2012] [Indexed: 11/19/2022] Open
Abstract
Common genetic variants have been recently associated with fasting glucose and insulin levels in white populations. Whether these associations replicate in pre-diabetes is not known. We extended these findings to the Diabetes Prevention Program, a clinical trial in which participants at high risk for diabetes were randomized to placebo, lifestyle modification or metformin for diabetes prevention. We genotyped previously reported polymorphisms (or their proxies) in/near G6PC2, MTNR1B, GCK, DGKB, GCKR, ADCY5, MADD, CRY2, ADRA2A, FADS1, PROX1, SLC2A2, GLIS3, C2CD4B, IGF1, and IRS1 in 3,548 Diabetes Prevention Program participants. We analyzed variants for association with baseline glycemic traits, incident diabetes and their interaction with response to metformin or lifestyle intervention. We replicated associations with fasting glucose at MTNR1B (P<0.001), G6PC2 (P = 0.002) and GCKR (P = 0.001). We noted impaired β-cell function in carriers of glucose-raising alleles at MTNR1B (P<0.001), and an increase in the insulinogenic index for the glucose-raising allele at G6PC2 (P<0.001). The association of MTNR1B with fasting glucose and impaired β-cell function persisted at 1 year despite adjustment for the baseline trait, indicating a sustained deleterious effect at this locus. We also replicated the association of MADD with fasting proinsulin levels (P<0.001). We detected no significant impact of these variants on diabetes incidence or interaction with preventive interventions. The association of several polymorphisms with quantitative glycemic traits is replicated in a cohort of high-risk persons. These variants do not have a detectable impact on diabetes incidence or response to metformin or lifestyle modification in the Diabetes Prevention Program.
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Affiliation(s)
- Jose C. Florez
- Center for Human Genetic Research and Diabetes Research Center (Diabetes Unit), Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Program in Medical and Population Genetics, Broad Institute, Cambridge, Massachusetts, United States of America
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, United States of America
- * E-mail: (DPPRG); (JCF)
| | - Kathleen A. Jablonski
- The Biostatistics Center, George Washington University, Rockville, Maryland, United States of America
| | - Jarred B. McAteer
- Center for Human Genetic Research and Diabetes Research Center (Diabetes Unit), Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Program in Medical and Population Genetics, Broad Institute, Cambridge, Massachusetts, United States of America
| | - Paul W. Franks
- Lund University Diabetes Center, Department of Clinical Sciences, Lund University, Malmö, Sweden
- Department of Nutrition, Harvard School of Public Health, Boston, Massachusetts, United States of America
| | - Clinton C. Mason
- Diabetes Epidemiology and Clinical Research Section, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona, United States of America
| | - Kieren Mather
- Division of Endocrinology, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
| | - Edward Horton
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, United States of America
- Joslin Diabetes Center, Boston, Massachusetts, United States of America
| | - Ronald Goldberg
- Lipid Disorders Clinic, Division of Endocrinology, Diabetes, and Metabolism, and the Diabetes Research Institute, Leonard M. Miller School of Medicine, University of Miami, Miami, Florida, United States of America
| | - Dana Dabelea
- Department of Preventive Medicine and Biometrics, University of Colorado at Denver and Health Sciences Center, Denver, Colorado, United States of America
| | - Steven E. Kahn
- Division of Metabolism, Endocrinology and Nutrition, Department of Medicine, VA Puget Sound Health Care System and University of Washington, Seattle, Washington, United States of America
| | - Richard F. Arakaki
- Department of Medicine Clinical Research, University of Hawaii, Honolulu, Hawaii, United States of America
| | - Alan R. Shuldiner
- Division of Endocrinology, Diabetes and Nutrition, Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - William C. Knowler
- Diabetes Epidemiology and Clinical Research Section, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona, United States of America
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Weil EJ, Lemley KV, Mason CC, Yee B, Jones LI, Blouch K, Lovato T, Richardson M, Myers BD, Nelson RG. Podocyte detachment and reduced glomerular capillary endothelial fenestration promote kidney disease in type 2 diabetic nephropathy. Kidney Int 2012; 82:1010-7. [PMID: 22718189 PMCID: PMC3472108 DOI: 10.1038/ki.2012.234] [Citation(s) in RCA: 197] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Podocyte detachment and reduced endothelial cell fenestration and relationships between these features and the classic structural changes of diabetic nephropathy have not been described in patients with type 2 diabetes. Here we studied these relationships in 37 Pima Indians with type 2 diabetes of whom 11 had normal albuminuria, 16 had microalbuminuria, and 10 had macroalbuminuria. Biopsies from 10 kidney donors (not American Indians) showed almost undetectable (0.03%) podocyte detachment and 43.5% endothelial cell fenestration. In patients with type 2 diabetes, by comparison, the mean percentage of podocyte detachment was significantly higher in macroalbuminuria (1.48%) than in normal albuminuria (0.41%) or microalbuminuria (0.37%). Podocyte detachment correlated significantly with podocyte number per glomerulus and albuminuria. The mean percentage of endothelial cell fenestration was significantly lower in macroalbuminuria (19.3%) than in normal albuminuria (27.4%) or microalbuminuria (27.2%) and correlated significantly with glomerular basement membrane thickness, albuminuria, fractional mesangial area, and the glomerular filtration rate (iothalamate clearance). Podocyte detachment and diminished endothelial cell fenestration were not correlated, but were related to classic lesions of diabetic nephropathy. Thus, our findings confirm the important role these injuries play in the development and progression of kidney disease in type 2 diabetes, just as they do in type 1 diabetes. Whether podocyte detachment creates conduits for proteins to escape the glomerular circulation and reduced endothelial fenestration lowers glomerular hydraulic permeability requires further study.
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Affiliation(s)
- E Jennifer Weil
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Phoenix, Arizona 85014-4972, USA.
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Abstract
BACKGROUND AND OBJECTIVES Early decline in GFR may reflect progressive kidney disease in type 1 diabetes, but its predictive value in type 2 diabetes is uncertain. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS In this longitudinal study, GFR was measured serially over approximately 4.0 years in 195 Pima Indians with type 2 diabetes. Renal function decline (RFD) was defined during this initial period by an average GFR loss ≥3.3%/yr, as defined previously in type 1 diabetes. Subsequently, participants were followed for up to 17.8 years to ESRD onset, death, or December 31, 2010, whichever came first. RESULTS RFD prevalence during the initial period was 32% in 68 participants with normal baseline albuminuria (albumin/creatinine ratio [ACR] < 30 mg/g), 42% in 88 with microalbuminuria (ACR 30 to <300 mg/g), and 74% in 39 with macroalbuminuria (ACR ≥300 mg/g; P<0.001). The cumulative incidence of ESRD 10 years after the initial period was 41% in those with RFD and 15% in those without (P<0.001); 41 of the 49 ESRD cases (83.7%) occurred in participants who had or developed macroalbuminuria during the initial period. When adjusted for age, sex, diabetes duration, and hemoglobin A1c, the ESRD hazard rate was 4.78 times (95% confidence interval, 2.39-9.58) as high in those with RFD as in those without; further adjustment for albuminuria attenuated this association (hazard ratio, 1.79; 95% confidence interval, 0.82-3.91). CONCLUSIONS In type 2 diabetes, loss of GFR often occurs before the onset of macroalbuminuria, but a decline predictive of ESRD is strongly dependent on progression to macroalbuminuria.
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Affiliation(s)
- Meda E Pavkov
- Centers for Disease Control and Prevention, 4770 Buford Hwy, NE MS-K10, Atlanta, GA 30341-3724, USA.
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Mason CC, Hanson RL, Ossowski V, Bian L, Baier LJ, Krakoff J, Bogardus C. Bimodal distribution of RNA expression levels in human skeletal muscle tissue. BMC Genomics 2011; 12:98. [PMID: 21299892 PMCID: PMC3044673 DOI: 10.1186/1471-2164-12-98] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2010] [Accepted: 02/07/2011] [Indexed: 01/24/2023] Open
Abstract
Background Many human diseases and phenotypes are related to RNA expression, levels of which are influenced by a wide spectrum of genetic and exposure-related factors. In a large genome-wide study of muscle tissue expression, we found that some genes exhibited a bimodal distribution of RNA expression, in contrast to what is usually assumed in studies of a single healthy tissue. As bimodality has classically been considered a hallmark of genetic control, we assessed the genome-wide prevalence, cause, and association of this phenomenon with diabetes-related phenotypes in skeletal muscle tissue from 225 healthy Pima Indians using exon array expression chips. Results Two independent batches of microarrays were used for bimodal assessment and comparison. Of the 17,881 genes analyzed, eight (GSTM1, HLA-DRB1, ERAP2, HLA-DRB5, MAOA, ACTN3, NR4A2, and THNSL2) were found to have bimodal expression replicated in the separate batch groups, while 24 other genes had evidence of bimodality in only one group. Some bimodally expressed genes had modest associations with pre-diabetic phenotypes, of note ACTN3 with insulin resistance. Most of the other bimodal genes have been reported to be involved with various other diseases and characteristics. Association of expression with cis genetic variation in a subset of 149 individuals found all but one of the confirmed bimodal genes and nearly half of all potential ones to be highly significant expression quantitative trait loci (eQTL). The rare prevalence of these bimodally expressed genes found after controlling for batch effects was much lower than the prevalence reported in other studies. Additional validation in data from separate muscle expression studies confirmed the low prevalence of bimodality we observed. Conclusions We conclude that the prevalence of bimodal gene expression is quite rare in healthy muscle tissue (<0.2%), and is much lower than limited reports from other studies. The major cause of these clearly bimodal expression patterns in homogeneous tissue appears to be cis-polymorphisms, indicating that such bimodal genes are, for the most part, eQTL. The high frequency of disease associations reported with these genes gives hope that this unique feature may identify or actually be an underlying factor responsible for disease development.
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Affiliation(s)
- Clinton C Mason
- Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, 1550 E, Indian School Rd, Phoenix, AZ 85014, USA.
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Dabelea D, D'Agostino RB, Mason CC, West N, Hamman RF, Mayer-Davis EJ, Maahs D, Klingensmith G, Knowler WC, Nadeau K. Development, validation and use of an insulin sensitivity score in youths with diabetes: the SEARCH for Diabetes in Youth study. Diabetologia 2011; 54:78-86. [PMID: 20886205 PMCID: PMC5412950 DOI: 10.1007/s00125-010-1911-9] [Citation(s) in RCA: 82] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2010] [Accepted: 08/20/2010] [Indexed: 12/16/2022]
Abstract
AIMS/HYPOTHESIS The ability to measure insulin sensitivity across the phenotypic spectrum of diabetes may contribute to a more accurate characterisation of diabetes type. Our goal was to develop and validate an insulin sensitivity (IS) score using the euglycaemic-hyperinsulinaemic clamp in a subset (n = 85) of 12- to 19-year-old youths with diabetes participating in the SEARCH study in Colorado, USA. METHODS Youths with a diagnosis of type 1 (n = 60) or type 2 diabetes (n = 25) underwent a 3 h clamp to measure glucose disposal rate (GDR, mg kg⁻¹ min⁻¹). Demographic (age, sex, race), clinical (BMI, waist, Tanner stage) and metabolic characteristics (HbA₁(c), lipids, blood pressure, urine albumin:creatinine) were used to estimate log(e)IS score via stepwise linear regression on a model-development set (n = 53). Estimated IS score was evaluated for reproducibility on two validation sets: youths with diabetes (n = 33) and healthy control youths (n = 22). RESULTS The best model included waist, triacylglycerol (TG) and HbA₁(c) levels (R² = 0.74). Diabetes type did not enter the model and there were no significant interactions between diabetes type and other predictors. Estimated IS score correlated well (r = 0.65, p < 0.0001; r = 0.62, p = 0.002) with GDR on the two validation sets. Based on this analysis, we propose the following formula to estimate insulin sensitivity in youths with diabetes: [Formula: see text]. CONCLUSIONS/INTERPRETATION Insulin sensitivity can be estimated in adolescents with diabetes using routinely collected measures. This score can be applied to epidemiological studies of youths with diabetes to characterise relationships between dimensions of diabetes type.
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Affiliation(s)
- D Dabelea
- Department of Epidemiology, University of Colorado Denver, Aurora, 80045, USA.
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Bian L, Hanson RL, Ossowski V, Wiedrich K, Mason CC, Traurig M, Muller YL, Kobes S, Knowler WC, Baier LJ, Bogardus C. Variants in ASK1 are associated with skeletal muscle ASK1 expression, in vivo insulin resistance, and type 2 diabetes in Pima Indians. Diabetes 2010; 59:1276-82. [PMID: 20185809 PMCID: PMC2857909 DOI: 10.2337/db09-1700] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
OBJECTIVE Prior genome-wide association and exon array expression studies both provided suggestive evidence that apoptosis signal regulating kinase 1 (ASK1) may influence in vivo insulin action in Pima Indians. Genetic variants in or near ASK1 were analyzed to assess the role of this gene in insulin action and type 2 diabetes. RESEARCH DESIGN AND METHODS Genotypic data from 31 variants were used to determine the linkage disequilibrium pattern across ASK1 in Pima Indians. Eight tag SNPs were initially genotyped in 3,501 full-heritage Pima Indians. Replication for association with diabetes was assessed in a second population-based sample of 3,723 Native Americans and the published DIAGRAM study. Quantitative traits were analyzed in 536 nondiabetic Native Americans, and ASK1 expression was examined in skeletal muscle of 153 nondiabetic Native Americans. RESULTS Three tag SNPs were associated with type 2 diabetes (rs35898099, P = 0.003, odds ratio [95% CI] 1.27 [1.08-1.47]; rs1570056, P = 0.007, 1.19 [1.05-1.36]; rs7775356, P = 0.04, 1.14 [1.01-1.28]) in the full-heritage Pima Indians. The association with rs35898099 was replicated in a second sample of Native Americans (P = 0.04, 1.22 [1.01-1.47]), while that for rs1570056 was replicated in the DIAGRAM study of Caucasians (Z statistic based P = 0.026; fixed-effect model, 1.06 [1.00-1.12]). The diabetes risk allele for rs1570056 was associated with reduced insulin action as assessed by either HOMA-IR in 2,549 nondiabetic full-heritage Pima Indians (P = 0.027) or a hyperinsulinemic-euglycemic clamp among 536 nondiabetic Native Americans (P = 0.02). Real-time PCR identified a positive correlation between ASK1 expression in skeletal muscle biopsies and in vivo insulin action (P = 0.02, r = 0.23), and the risk allele for rs1570056 was associated with lower ASK1 expression (P = 0.003, r = -0.22). CONCLUSIONS ASK1 variants may increase susceptibility to type 2 diabetes by decreasing insulin sensitivity via reduced ASK1 expression.
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Affiliation(s)
- Li Bian
- From the Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Phoenix, Arizona
| | - Robert L. Hanson
- From the Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Phoenix, Arizona
| | - Victoria Ossowski
- From the Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Phoenix, Arizona
| | - Kim Wiedrich
- From the Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Phoenix, Arizona
| | - Clinton C. Mason
- From the Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Phoenix, Arizona
| | - Michael Traurig
- From the Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Phoenix, Arizona
| | - Yunhua L. Muller
- From the Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Phoenix, Arizona
| | - Sayuko Kobes
- From the Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Phoenix, Arizona
| | - William C. Knowler
- From the Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Phoenix, Arizona
| | - Leslie J. Baier
- From the Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Phoenix, Arizona
| | - Clifton Bogardus
- From the Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Phoenix, Arizona
- Corresponding author: Clifton Bogardus,
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Pavkov ME, Mason CC, Bennett PH, Curtis JM, Knowler WC, Nelson RG. Change in the distribution of albuminuria according to estimated glomerular filtration rate in Pima Indians with type 2 diabetes. Diabetes Care 2009; 32:1845-50. [PMID: 19592626 PMCID: PMC2752932 DOI: 10.2337/dc08-2325] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE We examined secular trends in the frequency distribution of albuminuria and estimated glomerular filtration rate (eGFR) in subjects with type 2 diabetes in 1982-1988 and 2001-2006, two periods associated with major changes in the management of diabetes. RESEARCH DESIGN AND METHODS The cross-sectional study included Pima Indians > or =15 years old with type 2 diabetes and measures of serum creatinine and urinary albumin-to-creatinine ratios (ACR). The continuous probability density distributions of ACR and eGFR were compared for the two time periods. eGFR was calculated using the Modification of Diet in Renal Disease Study equation. RESULTS The overall standardized distribution of ACR shifted toward lower values between time periods (P = 0.001), whereas the standardized distribution of eGFR did not (P = 0.45). In the first period, eGFR was <60 ml/min per 1.73 m(2) in 6.5% of the 837 subjects. Of these, 9.3% had normal ACR, 7.4% had microalbuminuria, and 83.3% had macroalbuminuria. In the second period, the prevalence of low eGFR was similar (6.6% of the 1,310 subjects). Among those with low eGFR, normal ACR prevalence doubled to 17.2%, microalbuminuria prevalence nearly tripled to 19.5%, and macroalbuminuria prevalence declined to 63.2%. Twice as many subjects in the second period received antihypertensive medicines and 30% more received hypoglycemic medicines than in the first period. CONCLUSIONS The distribution of albuminuria changed significantly among diabetic Pima Indians over the past 20 years, as treatment with medicines to control hyperglycemia and hypertension increased. The distribution of eGFR, however, remained unchanged. Consequently, the frequency of chronic kidney disease characterized by normoalbuminuria and low eGFR doubled.
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Affiliation(s)
- Meda E Pavkov
- Diabetes Epidemiology and Clinical Research Section, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Phoenix, Arizona, USA.
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Moore AF, Jablonski KA, Mason CC, McAteer JB, Arakaki RF, Goldstein BJ, Kahn SE, Kitabchi AE, Hanson RL, Knowler WC, Florez JC. The association of ENPP1 K121Q with diabetes incidence is abolished by lifestyle modification in the diabetes prevention program. J Clin Endocrinol Metab 2009; 94:449-55. [PMID: 19017751 PMCID: PMC2646511 DOI: 10.1210/jc.2008-1583] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
CONTEXT Insulin resistance is an important feature of type 2 diabetes. Ectoenzyme nucleotide pyrophosphatase phosphodiesterase 1 (ENPP1) inhibits insulin signaling, and a recent meta-analysis reported a nominal association between the Q allele in the K121Q (rs1044498) single nucleotide polymorphism in its gene ENPP1 and type 2 diabetes. OBJECTIVE AND INTERVENTION: We examined the impact of this polymorphism on diabetes incidence as well as insulin secretion and sensitivity at baseline and after treatment with a lifestyle intervention or metformin vs. placebo in the Diabetes Prevention Program (DPP). DESIGN, SETTING, PARTICIPANTS, AND OUTCOME: We genotyped ENPP1 K121Q in 3548 DPP participants and performed Cox regression analyses using genotype, intervention, and interactions as predictors of diabetes incidence. RESULTS Fasting glucose and glycated hemoglobin were higher in QQ homozygotes at baseline (P < 0.001 for both). There was a significant interaction between genotype at rs1044498 and intervention under the dominant model (P = 0.03). In analyses stratified by treatment arm, a positive association with diabetes incidence was found in Q allele carriers compared to KK homozygotes [hazard ratio (HR), 1.38; 95% confidence interval (CI), 1.08-1.76; P = 0.009] in the placebo arm (n = 996). Lifestyle modification eliminated this increased risk. These findings persisted after adjustment for body mass index and race/ethnicity. Association of ENPP1 K121Q genotype with diabetes incidence under the additive and recessive genetic models showed consistent trends [HR, 1.10 (95% CI, 0.99-1.23), P = 0.08; and HR, 1.16 (95% CI, 0.92-1.45), P = 0.20, respectively] but did not reach statistical significance. CONCLUSIONS ENPP1 K121Q is associated with increased diabetes incidence; the DPP lifestyle intervention eliminates this increased risk.
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Affiliation(s)
- Allan F Moore
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, Massachusetts 02114-2622, USA
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Abstract
OBJECTIVE The transition of an individual from normoglycemia to diabetes has generally been thought to involve either moderate or rapid changes in glucose over time, although few studies have analyzed these changes. We sought to determine whether a general pattern of glucose change exists in most individuals who become diabetic. RESEARCH DESIGN AND METHODS We examined longitudinal data from Pima Indians who developed diabetes after several biennial examinations to characterize changes in 2-h plasma glucose. A distinct pattern of glucose change was apparent in the time course of most individuals, an initial linear trend followed by a steeper rise in glucose values. A model consisting of additive linear and exponential functions was hypothesized to account for this pattern and was tested for goodness of fit on 55 individuals who became diabetic after at least 10 previous examinations. RESULTS The combined linear and exponential model provided a significantly better fit than linear or exponential models alone in 40 of the 55 cases (P < 10(-38)). Using this model, the timeframe over which glucose values rose suddenly was estimated, having a median time to onset of <4.5 years from the time at which the exponential effect had contributed a modest increase of 10 mg/dl to the initial linear trend. CONCLUSIONS We conclude that there are two distinct processes affecting glucose levels in most individuals who progress to type 2 diabetes and that the rapid glucose rise identified in these people may be an important period for physiologic and preventive research.
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Affiliation(s)
- Clinton C Mason
- Diabetes Epidemiology and Clinical Research Section, National Institutes of Diabetes and Digestive and Kidney Diseases, Phoenix, AZ 85014-4972, USA.
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Li J, Kuang Y, Mason CC. Modeling the glucose-insulin regulatory system and ultradian insulin secretory oscillations with two explicit time delays. J Theor Biol 2006; 242:722-35. [PMID: 16712872 DOI: 10.1016/j.jtbi.2006.04.002] [Citation(s) in RCA: 75] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2006] [Revised: 03/09/2006] [Accepted: 04/03/2006] [Indexed: 10/24/2022]
Abstract
In the glucose-insulin regulatory system, ultradian insulin secretory oscillations are observed to have a period of 50-150 min. After pioneering work traced back to the 1960s, several mathematical models have been proposed during the last decade to model these ultradian oscillations as well as the metabolic system producing them. These currently existing models still lack some of the key physiological aspects of the glucose-insulin system. Applying the mass conservation law, we introduce two explicit time delays and propose a more robust alternative model for better understanding the glucose-insulin endocrine metabolic regulatory system and the ultradian insulin secretory oscillations for the cases of continuous enteral nutrition and constant glucose infusion. We compare the simulation profiles obtained from this two time delay model with those from the other existing models. As a result, we notice many unique features of this two delay model. Based on our intensive simulations, we suspect that one of the possibly many causes of ultradian insulin secretion oscillations is the time delay of the insulin secretion stimulated by the elevated glucose concentration.
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Affiliation(s)
- Jiaxu Li
- Department of Mathematics and Statistics, Arizona State University, Tempe, AZ 85287-1804, USA.
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Abstract
Tests results can be misleading or worthless if commonsense rules are ignored. A primary source of error or confusion relates to specimen collection and labeling.
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Best WR, Mason CC, Barron SS, Shepherd HG. Validation of procedure for setting normal limits on basis of total laboratory experience. Clin Chim Acta 1970; 28:127-32. [PMID: 5440277 DOI: 10.1016/0009-8981(70)90169-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
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Mason CC. Harold A. Grimm, M.D. 1915-1966. Am J Clin Pathol 1966; 46:262-3. [PMID: 5330322 DOI: 10.1093/ajcp/46.2.262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
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