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Fisch MJ, Grabner M, Mytelka DS, Raval AD, Bowman L, Kern DM, Churchill C, Singer J, Wetmore S, Barron J, Eleff M. Occurrence and Characteristics of Hospitalizations During First-Line Chemotherapy Among Individuals with Metastatic Colorectal Cancer. Cancer Manag Res 2020; 12:1535-1541. [PMID: 32184658 PMCID: PMC7060794 DOI: 10.2147/cmar.s222925] [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: 07/12/2019] [Accepted: 01/29/2020] [Indexed: 11/23/2022] Open
Abstract
Objective Choosing chemotherapy for metastatic colorectal cancer (mCRC) requires balancing clinical effectiveness and risk of complications. This study characterized real-world inpatient/emergency department (ED) hospitalizations during first-line chemotherapy among individuals with mCRC. Methods This retrospective cohort study used data from medical and pharmacy claims. All patients had mCRC with ≥1 claim for ≥1 of the 5 most frequently utilized first-line chemotherapy agents (fluorouracil, oxaliplatin, bevacizumab, irinotecan, capecitabine). The main outcome was all-cause hospitalizations (inpatient or ED setting) identified from claims via ICD-9/10-CM coding from index date until 30 days after the end of first-line chemotherapy or last available data. Results A total of 717 individuals (mean age 55 years; 58% male; ECOG 0/1/2+/missing in 44%/39%/6%/11%; median follow-up 116 days) met study criteria. Thirty-four distinct chemotherapy regimens were used. Overall, 40% of patients had ≥1 hospitalization (n=285; total 415 hospitalizations); 12% (n=85) had ≥2 hospitalizations. The median time to first hospitalization was 52 days; median inpatient length of stay was 4 days; infections/neutropenia (21%) and bowel-related complications (17%) were the most common issues associated with inpatient hospitalizations. In univariate analyses, insurance plan type, geographical location, ECOG, and renal disease were associated with hospitalization. In multivariable analyses, ECOG ≥1 was associated with a 67% increase (p<0.01) in the odds of hospitalization vs ECOG= 0. Conclusion Approximately 40% of patients with mCRC were hospitalized during the study period. Hospital stays were typically short. Further research is needed to determine how many of these hospitalizations may be avoidable. We also observed a large amount of variation in regimens used in the first-line setting.
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Affiliation(s)
| | | | | | | | - Lee Bowman
- Eli Lilly and Company, Indianapolis, IN, USA
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Hess LM, Cui ZL, Mytelka DS, Han Y, Goodloe R, Schelman W. Treatment patterns and survival outcomes for patients receiving second-line treatment for metastatic colorectal cancer in the USA. Int J Colorectal Dis 2019; 34:581-588. [PMID: 30623219 DOI: 10.1007/s00384-018-03227-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/21/2018] [Indexed: 02/04/2023]
Abstract
BACKGROUND Colorectal cancer is the third most common cause of cancer death in the USA. It is important to identify patients who may experience poor outcomes from available treatments. METHODS In this retrospective observational study, treatment patterns and survival outcomes were described among adult patients from the Flatiron Health electronic medical records database who were treated with at least two lines of therapy for metastatic colorectal cancer in the USA between January 2013 and May 2018. Patients with rapid progression were defined as those whose time from start of first- to second-line therapy was ≤ 183 days. RESULTS A total of 14,315 patients formed the study cohort. The most common first-line treatments were FOLFOX (5-fluorouracil, leucovorin, and oxaliplatin) plus bevacizumab, received by 34.7% (n = 4962) of patients, followed by FOLFOX alone (17.1%, n = 2445). Of all patients, 6991 (48.9%) also received second-line anti-cancer therapy and of those, 3338 (47.7%) had rapid progression and 3653 (52.3%) did not. Median overall survival from the start of first- and second-line therapy was 20.8 months (95% CI 20.2-21.3) and 14.5 months (95% CI 13.9-15.0) for the entire study population, respectively. Median overall survival from the start of second-line therapy was 14.1 (95% CI 13.2-14.8) for patients with rapid progression and 14.6 months (95% CI 13.8-15.4) for patients without rapid progression. CONCLUSIONS Patients diagnosed with metastatic colorectal cancer lived less than 2 years in this real-world database. While the time to initiation of second-line therapy was by definition longer among patients without rapidly progressing disease, survival outcomes were comparable from initiation of second-line therapy.
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Affiliation(s)
- Lisa M Hess
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA.
| | - Zhanglin Lin Cui
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Daniel S Mytelka
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Yimei Han
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Robert Goodloe
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - William Schelman
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
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Grothey A, Yoshino T, Bodoky G, Ciuleanu T, Garcia-Carbonero R, García-Alfonso P, Van Cutsem E, Muro K, Mytelka DS, Li L, Lipkovich O, Hsu Y, Sashegyi A, Ferry D, Nasroulah F, Tabernero J. Association of baseline absolute neutrophil counts and survival in patients with metastatic colorectal cancer treated with second-line antiangiogenic therapies: exploratory analyses of the RAISE trial and validation in an electronic medical record data set. ESMO Open 2018; 3:e000347. [PMID: 29713498 PMCID: PMC5922565 DOI: 10.1136/esmoopen-2018-000347] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Revised: 03/20/2018] [Accepted: 03/21/2018] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND In the RAISE trial, ramucirumab+leucovorin/fluorouracil/irinotecan (FOLFIRI) improved the median overall survival (mOS) of patients with previously treated metastatic colorectal cancer versus patients treated with placebo+FOLFIRI but had a higher incidence of neutropaenia, leading to more chemotherapy dose modifications and discontinuations. Thus, we conducted an exploratory post-hoc analysis of RAISE and a retrospective, observational analysis of electronic medical record (EMR) data to determine and verify the association of neutropaenia, baseline absolute neutrophil count (ANC) and survival. METHODS The RAISE analysis used the study safety population (n=1057). IMS Health Oncology Database (IMS EMR) was the source for the real-world data set (n=617). RESULTS RAISE patients with treatment-emergent neutropaenia had improved mOS compared with those without (ramucirumab arm: 16.1 vs 10.7 months, HR=0.57, p<0.0001; placebo arm: 12.7 vs 10.7 months, HR=0.76, p=0.0065). RAISE patients with low ANC versus high baseline ANC also had longer mOS (ramucirumab arm: 15.2 vs 8.9 months, HR=0.49, p<0.0001; placebo arm: 13.2 vs 7.3 months, HR=0.50, p<0.0001). The results were similar for IMS EMR low versus high baseline ANC (bevacizumab+FOLFIRI patients: 14.9 vs 7.7 months, HR=0.59, p<0.0001; FOLFIRI alone: 14.6 vs 5.4 months, HR=0.37, p<0.0001). Patients in the RAISE trial with low baseline ANC were more likely to develop neutropaenia (OR: ramucirumab arm=2.62, p<0.0001; placebo arm=2.16, p=0.0003). CONCLUSION Neutropaenia during treatment, and subsequent dose modifications or discontinuations, do not compromise treatment efficacy. Baseline ANC is a strong prognostic factor for survival and is associated with treatment-emergent neutropaenia in the analysed population. TRIAL REGISTRATION NUMBER NCT01183780, Results.
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Affiliation(s)
| | | | | | - Tudor Ciuleanu
- The Oncology Institute Prof Dr Ion Chiricută and Iuliu Hațieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | | | | | | | - Kei Muro
- Aichi Cancer Center Hospital, Nagoya, Japan
| | | | - Li Li
- Eli Lilly and Company, Bridgewater, New Jersey, USA
| | | | - Yanzhi Hsu
- Eli Lilly and Company, Bridgewater, New Jersey, USA
| | | | - David Ferry
- Eli Lilly and Company, Bridgewater, New Jersey, USA
| | | | - Josep Tabernero
- Vall d’Hebron University Hospital and Institute of Oncology (VHIO), Universitat Autònoma de Barcelona, Barcelona, Spain
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Mytelka DS, Li L, Benoit K. Post-diagnosis weight loss as a prognostic factor in non-small cell lung cancer. J Cachexia Sarcopenia Muscle 2018; 9:86-92. [PMID: 29205930 PMCID: PMC5803614 DOI: 10.1002/jcsm.12253] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [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: 03/22/2017] [Revised: 07/27/2017] [Accepted: 09/27/2017] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Cachexia and its most visible manifestation, weight loss, represent important poor prognostic factors for patients with non-small cell lung cancer. This work examines how severity of weight loss as an indicator of cachexia affects outcomes. METHODS In a retrospective observational study of electronic medical records, patients with non-small cell lung cancer were monitored for weight loss from an initial assessment (within 2 months of index diagnosis) to a landmark at 5 months (at least 3 months after initial assessment). Patients who survived to the landmark were then followed to determine the association of baseline body mass index (BMI) and weight loss during the assessment period with outcomes. Patients were clustered to determine how BMI and weight loss related to survival as approximated by time of last appearance in the database, a strong proxy for time of death. RESULTS Twelve thousand one hundred and one patients were divided into 5 cachexia risk groups based on a combination of weight loss and initial BMI. More severe groups demonstrated progressively worse outcomes, with the most severe group surviving for a median of 263 days (95% CI 254-274) from index and having a 1-year survival rate of 31%. The least severe group survived for a median of 825 days from index (95% CI 768-908) and had a 1-year survival rate of 78%. Cachexia risk group was a stronger predictor of survival than any baseline variable, including disease stage, performance status, or age. CONCLUSIONS In this study, we showed that increasing weight loss and, to a lesser extent, decreasing BMI, led to substantially worse outcomes for non-small cell lung cancer patients independent of other variables. We suggest risk score groups that provide an improved approach for identifying poor prognosis patients with the greatest need.
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Affiliation(s)
- Daniel S Mytelka
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Li Li
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Karin Benoit
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
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Fisch MJ, Grabner M, Mytelka DS, Raval AD, Bowman L, Kern DM, Churchill C, Singer J, Wetmore S, Barron J, Eleff M. Occurrence and characteristics of hospitalizations during first-line chemotherapy among individuals with metastatic colorectal cancer. J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.4_suppl.691] [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
691 Background: Choosing chemotherapy for metastatic colorectal cancer (mCRC) requires balancing clinical effectiveness and risk of complications. This study characterized real-world inpatient/ER hospitalizations (HOSP) during first-line chemotherapy among individuals with mCRC. Methods: We conducted a retrospective cohort study of adults with mCRC identified using claims data from the HealthCore Integrated Research Environment as initiating first-line chemotherapy from 12/23/2013 to 06/30/2016 (no minimum follow-up). Cohorts were analyzed in aggregate and for the most frequently observed first-line agents (5 overlapping subcohorts). HOSPs were identified from initiation of first-line chemotherapy to 30 days after the end of first-line chemotherapy or last available data. Results: A total of 717 individuals (mean age 55y; 58% male; 44%/39%/6%/12% with ECOG = 0/1/2+/missing; median follow-up 116 days) met study criteria. Metastasis was most commonly to the liver (51%) and 53% of patients had cancer-attributable morbidities. Chemotherapies included 5-FU (79%), oxaliplatin (67%), bevacizumab (58%), irinotecan (21%), and capecitabine (19%). Overall, 40% of patients had ≥1 HOSP [n = 285; total 415 events], ranging from 38% to 49% across the 5 chemotherapy-based subcohorts; 12% (n = 85) had > 1 HOSP. The median time to first HOSP for patients with an event was 52 days. The median length of inpatient stays was 4 days; Infections/neutropenia (21%), bowel-related complications (17%), cardiac and circulatory disorders (9%), malnutrition (5%), pain (5%) and renal disease (2%) were the most common issues associated with inpatient HOSPs. An increase in HOSPs was observed with worsening ECOG status: 0 (34%), 1 (46%), and 2+ (65%). In regression analyses, ECOG≥1 was associated with a 64%-72% increase (p < 0.01) in the odds of HOSPs compared to patients with ECOG = 0. Conclusions: Approximately 40% of mCRC patients had hospitalizations during the study period. Hospital stays were typically short and associated with infections, neutropenia, or bowel-related complications. Further research is needed to determine how many of these hospitalizations may be avoidable.
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Grothey A, Tabernero J, Mytelka DS, Li L, Nasroulah F, Yoshino T. Baseline absolute neutrophil counts (ANC) and survival in second-line metastatic colorectal cancer (mCRC) patients (pts). J Clin Oncol 2017. [DOI: 10.1200/jco.2017.35.4_suppl.713] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [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
713 Background: Exploratory analyses from RAISE (NCT01183780), FOLFIRI with ramucirumab or placebo in previously treated mCRC pts, suggested pts with treatment-emergent neutropenia may have improved overall survival (OS) compared to pts who did not experience neutropenia on study (Ciuleanu T, et al. abst. 2475, ESMO 2016). Subsequent analyses suggested an even stronger association between baseline ANC and OS, with high baseline ANC associated with shorter OS. A retrospective observational study was conducted to test this association as a pre-specified hypothesis. Methods: The IMS Oncology Database (electronic medical record data from US community practices) was used to identify pts ≥ 18 yrs with mCRC (ICD-9 code 153.x, 154.0 or 154.1) who initiated second-line fluoropyrimidine and irinotecan (+/- bevacizumab; bev) in 2007-2013, following progression during or after first-line fluoropyrimidine and oxaliplatin (+/- biologic). Eligible pts had ≥ 1 ANC in the 60 days prior to second-line therapy. Pts were stratified by second-line bev use and high/low baseline ANC ( ≥ or < 5.5x109/L) and matched by propensity scores. OS based on a validated proxy was analyzed using the Kaplan-Meier method and a Cox proportional hazards model, adjusted for age, gender, ECOG PS, stage, length of first-line treatment, and BMI. Results: 747 eligible pts were identified, of whom 617 were matched. Pts with baseline characteristic data had a median age of 59 yr, 57% were male, 67% were Caucasian, 74% had stage IV disease at diagnosis, and 63% had ECOG PS of 0/1 at start of second-line. Bev-treated pts with high baseline ANC (n = 122) had a median OS (mOS) of 7.7 mo vs 14.7 mo in pts with low baseline ANC (n = 323); adjusted HR 1.69 (95% CI, 1.35, 2.12; p < 0.0001). Pts with high baseline ANC not treated with bev (n = 59) had a mOS 5.4 mo vs 14.4 mo in pts with low baseline ANC (n = 113); adjusted HR 2.73 (95% CI, 1.89, 3.93; p < 0.0001). There was a modest interaction effect between bev treatment and baseline ANC (p = 0.012), indicating greater bev benefit in the high ANC group. Conclusions: Baseline ANC appears to be a strong prognostic factor and potentially a weak predictive factor for antiangiogenic therapy for OS in pts with previously treated mCRC.
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Affiliation(s)
| | - Josep Tabernero
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | | | - Li Li
- Eli Lilly and Company, Indianapolis, IN
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Hess LM, Michael D, Mytelka DS, Beyrer J, Liepa AM, Nicol S. Chemotherapy treatment patterns, costs, and outcomes of patients with gastric cancer in the United States: a retrospective analysis of electronic medical record (EMR) and administrative claims data. Gastric Cancer 2016; 19:607-615. [PMID: 25792290 PMCID: PMC4824832 DOI: 10.1007/s10120-015-0486-z] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2014] [Accepted: 02/24/2015] [Indexed: 02/07/2023]
Abstract
BACKGROUND The aim of this study was to conduct a retrospective database analysis to describe the chemotherapy treatment patterns and outcomes of patients with gastric cancer. METHODS Individuals diagnosed with gastric cancer were identified from the IMS Oncology Database, which contains electronic medical record (EMR) data collected from a variety of community practices, and the Truven Health MarketScan(®) Research database, an administrative claims database. Eligible patients were 18 years of age or older and had an ICD-9 code 151.0-151.9. Patients were excluded if they had evidence of cancer within 6 months of the index diagnosis. RESULTS There were 5257 eligible patients identified in EMR data: 1982 (37.7 %) of these patients also had data regarding chemotherapy treatments. Of the 1982 patients who received first-line therapy, 42.3 %, 18.1 %, and 7.9 % went on to receive a second, third, and fourth line of chemotherapy, respectively. There were 11891 eligible patients identified in the administrative database; 5299 (44.6 %) had data regarding chemotherapy. Of those initiating chemotherapy, 2888 (54.5 %) received a second line and 1598 (30.2 %) received a third line of treatment. The average total cost of care during first-line therapy was $40,811 [standard deviation (SD) = $49,916], which was incurred over an average of 53.5 (SD = 63.4) days. A similar pattern was evident in second-line treatment (mean/SD, $26,588/$33,301) over 41.2 (SD = 55.7) days. CONCLUSIONS Costs and duration of care received vary among gastric cancer patients in the U.S. There is a need to understand which regimens may be associated with better health outcomes and to standardize treatment as appropriate.
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Affiliation(s)
- Lisa M Hess
- Eli Lilly and Company, Indianapolis, IN, 46285, USA.
| | | | | | - Julie Beyrer
- Eli Lilly and Company, Indianapolis, IN, 46285, USA
| | | | - Steven Nicol
- Eli Lilly and Company, Indianapolis, IN, 46285, USA
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Mytelka DS, Li L, Stafkey-Mailey D, Liepa AM, Hess LM, Farrelly E, Eaddy M. Treatment patterns and outcomes among patients with high-intermediate/high-risk diffuse large B-cell lymphoma in the USA. Hematology 2014; 20:442-448. [DOI: 10.1179/1607845414y.0000000228] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Affiliation(s)
| | - Li Li
- Eli Lilly and CompanyIndianapolis, IN, USA
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Chawla AJ, Mytelka DS, McBride SD, Nellesen D, Elkins BR, Ball DE, Kalsekar A, Towse A, Garrison LP. Estimating the incremental net health benefit of requirements for cardiovascular risk evaluation for diabetes therapies. Pharmacoepidemiol Drug Saf 2014; 23:268-77. [PMID: 24892175 PMCID: PMC4285165 DOI: 10.1002/pds.3559] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2013] [Revised: 10/17/2013] [Accepted: 11/24/2013] [Indexed: 01/07/2023]
Abstract
PURPOSE To evaluate the advantages and disadvantages of pre-approval requirements for safety data to detect cardiovascular (CV) risk contained in the December 2008 U.S. Food and Drug Administration (FDA) guidance for developing type 2 diabetes drugs compared with the February 2008 FDA draft guidance from the perspective of diabetes population health. METHODS We applied the incremental net health benefit (INHB) framework to quantify the benefits and risks of investigational diabetes drugs using a common survival metric (life-years [LYs]). We constructed a decision analytic model for clinical program development consistent with the requirements of each guidance and simulated diabetes drugs, some of which had elevated CV risk. Assuming constant research budgets, we estimate the impact of increased trial size on drugs investigated. We aggregate treatment benefit and CV risks for each approved drug over a 35-year horizon under each guidance. RESULTS The quantitative analysis suggests that the December 2008 guidance adversely impacts diabetes population health. INHB was -1.80 million LYs, attributable to delayed access to diabetes therapies (-0 .18 million LYs) and fewer drugs (-1.64 million LYs), but partially offset by reduced CV risk exposure (0.02 million LYs). Results were robust in sensitivity analyses. CONCLUSION The health outcomes impact of all potential benefits and risks should be evaluated in a common survival measure, including health gain from avoided adverse events, lost health benefits from delayed or for gone efficacious products, and impact of alternative policy approaches. Quantitative analysis of the December 2008 FDA guidance for diabetes therapies indicates that negative impact on patient health will result.
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Abstract
We have studied a novel class of DNA sequences that cause DNA polymerases to pause. These sequences have the central consensus Py-G-C and are not necessarily adjacent to hairpins in the DNA template. Since most consensus sequences do not cause pauses under standard conditions, additional template features must exist that make it difficult to incorporate nucleotides at these positions. We believe that these pauses result from constraints that make the conformation change involved in nucleotide selection more difficult. These pauses can obscure parts of DNA sequencing ladders and prevent DNA amplification by the polymerase chain reaction. The addition of betaine, and some related compounds, relieves these pauses.
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Affiliation(s)
- D S Mytelka
- Graduate Group in Genetics, University of California, Berkeley 94720, USA
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Abstract
We have cloned the Escherichia coli fliAZY operon, which contains the fliA gene (the alternative sigma factor sigma F) and two novel genes, fliZ and fliY. Transcriptional mapping of this operon shows two start sites, one of which is preceded by a canonical E sigma F-dependent consensus and is dependent on sigma F for expression in vivo and in vitro. We have overexpressed and purified sigma F and demonstrated that it can direct core polymerase to E sigma F-dependent promoters. FliZ and FliY are not required for motility but may regulate sigma F activity, perhaps in response to a putative cell density signal that may be detected by FliY, a member of the bacterial extracellular solute-binding protein family 3.
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Affiliation(s)
- D S Mytelka
- Graduate Group in Genetics, University of California, Berkeley 94720, USA
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