1
|
Mohanty S, Done N, Liu Q, Song Y, Wang T, Gaburo K, Sarpong EM, White M, Weaver JP, Signorovitch J, Weiss T. Incidence of pneumococcal disease in children ≤48 months old in the United States: 1998-2019. Vaccine 2024; 42:2758-2769. [PMID: 38485640 DOI: 10.1016/j.vaccine.2024.03.013] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 02/12/2024] [Accepted: 03/05/2024] [Indexed: 04/16/2024]
Abstract
BACKGROUND Pneumococcal disease (PD) is a major cause of morbidity and mortality among children, particularly in the youngest age groups. This study aimed to assess the incidence of PD over time by age group in young children with commercial or Medicaid coverage in the US. METHODS Episodes of invasive pneumococcal disease (IPD), all-cause pneumonia (ACP), and acute otitis media (AOM) were identified in the MarketScan® Commercial and Medicaid claims databases using diagnosis codes among children aged ≤ 48 months with confirmed date of birth (DoB), at any time during the study period (1998-2019). DoB was assigned using diagnosis codes for birth or delivery using the child's or mother's medical claims to ensure accurate age determination. Annual incidence rates (IRs) were calculated as number of disease episodes/100,000 person-years (PY) for IPD and ACP and episodes/1,000 PY for AOM, for children aged 0-6, 7-12, 12-24, and 25-48 months. RESULTS Annual IPD IRs declined from 53 to 7 episodes/100,000 PY between 1998 and 2019 in commercially-insured and 58 to 9 episodes/100,000 PY between 2001 and 2019 in Medicaid-insured children. Annual ACP IRs declined from 5,600 to 3,952 episodes/100,000 PY, and from 6,706 to 4,521 episodes/100,000 PY, respectively, over these periods. In both populations, children aged 0-6 months had the highest incidence of IPD and inpatient ACP. Annual AOM IRs declined from 1,177 to 738 episodes/1,000 PY (commercially-insured) and 633 to 624 episodes/1,000 PY (Medicaid-insured), over these periods. IRs were higher in rural vs. urban areas for all disease manifestations. CONCLUSIONS Incidence rates of IPD, ACP, and AOM decreased in children with commercial insurance and Medicaid coverage from 1998 to 2019. However, burden of disease remained substantial, with higher annual IRs for IPD and ACP for Medicaid-insured vs. commercially-insured children. IPD and inpatient ACP were most common in the youngest children 0-6 months old, followed by the 7-12-month age group.
Collapse
Affiliation(s)
- Salini Mohanty
- Merck & Co., Inc., 126 East Lincoln Ave., Rahway, NJ 07065, USA.
| | - Nicolae Done
- Analysis Group, Inc., 111 Huntington Avenue, Boston, MA 02199, USA
| | - Qing Liu
- Analysis Group, Inc., 111 Huntington Avenue, Boston, MA 02199, USA
| | - Yan Song
- Analysis Group, Inc., 111 Huntington Avenue, Boston, MA 02199, USA
| | - Travis Wang
- Analysis Group, Inc., 111 Huntington Avenue, Boston, MA 02199, USA
| | - Katherine Gaburo
- Analysis Group, Inc., 111 Huntington Avenue, Boston, MA 02199, USA
| | - Eric M Sarpong
- Merck & Co., Inc., 126 East Lincoln Ave., Rahway, NJ 07065, USA
| | - Meghan White
- Merck & Co., Inc., 126 East Lincoln Ave., Rahway, NJ 07065, USA
| | | | | | - Thomas Weiss
- Merck & Co., Inc., 126 East Lincoln Ave., Rahway, NJ 07065, USA
| |
Collapse
|
2
|
Sineshaw HM, Zettler CM, Prescott J, Garg M, Chakraborty S, Sarpong EM, Bai C, Belli AJ, Fernandes LL, Wang C. Real-world patient characteristics, treatment patterns, and treatment outcomes of patients with diffuse large B-cell lymphoma by line of therapy. Cancer Med 2024; 13:e7173. [PMID: 38597118 PMCID: PMC11004909 DOI: 10.1002/cam4.7173] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 02/29/2024] [Accepted: 03/27/2024] [Indexed: 04/11/2024] Open
Abstract
BACKGROUND Although initial treatment of diffuse large B-cell lymphoma (DLBCL) with rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone (R-CHOP) can be effective, up to 50% of patients will develop refractory or relapsed (R/R) disease. This study aimed to provide contemporary data on characteristics, treatment patterns, and outcomes for R/R-DLBCL. METHODS Patients with incident (January 2016 to March 2021) DLBCL age ≥18 years who initiated first-line (1L) therapy were identified from the COTA real-world database. Baseline characteristics, treatment patterns, and real-world outcomes, including time to next treatment (rwTTNT) and overall survival (rwOS), were assessed for the study population and by line of therapy (LOT). RESULTS A total of 1347 eligible DLBCL patients were identified. Of these, 340 (25.2%) proceeded to receive 2L, of whom 141 (41.5%) proceeded to receive 3L, of whom 51 (36.2%) proceeded to receive 4L+. Most common treatments were R-CHOP in 1L (63.6%), stem cell transplant (SCT) in 2L (17.9%), polatuzumab vedotin, bendamustine, and rituximab (Pola-BR) in 3L (9.9%), and chimeric antigen receptor T-cell therapy (CAR-T) in 4L (11.8%). Treatment patterns were more variable in later LOTs. One- and 3-year rwOS from 1L initiation were 88.5% and 78.4%, respectively. Patients who received later LOTs experienced numerically lower 1- and 3-year rwOS (from 2L initiation: 62.4% and 46.4%, respectively). CONCLUSIONS In this real-world analysis, 25.2% of patients experienced R/R-DLBCL after 1L with poor outcomes. Given the findings of this study, there is a high unmet need for novel, safe, and effective treatment options for patients with R/R DLBCL.
Collapse
|
3
|
Mohanty S, Johansson Kostenniemi U, Silfverdal SA, Salomonsson S, Iovino F, Sarpong EM, Bencina G, Bruze G. Increased Risk of Long-Term Disabilities Following Childhood Bacterial Meningitis in Sweden. JAMA Netw Open 2024; 7:e2352402. [PMID: 38241045 PMCID: PMC10799263 DOI: 10.1001/jamanetworkopen.2023.52402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 11/30/2023] [Indexed: 01/22/2024] Open
Abstract
Importance Few studies have examined the incidence of long-term disabilities due to bacterial meningitis in childhood with extended follow-up time and a nationwide cohort. Objective To describe the long-term risks of disabilities following a childhood diagnosis of bacterial meningitis in Sweden. Design, Setting, and Participants This nationwide retrospective registry-based cohort study included individuals diagnosed with bacterial meningitis (younger than 18 years) and general population controls matched (1:9) by age, sex, and place of residence. Data were retrieved from the Swedish National Patient Register from January 1, 1987, to December 31, 2021. Data were analyzed from July 13, 2022, to November 30, 2023. Exposure A diagnosis of bacterial meningitis in childhood recorded in the National Patient Register between 1987 and 2021. Main Outcomes and Measures Cumulative incidence of 7 disabilities (cognitive disabilities, seizures, hearing loss, motor function disorders, visual disturbances, behavioral and emotional disorders, and intracranial structural injuries) after bacterial meningitis in childhood. Results The cohort included 3623 individuals diagnosed with bacterial meningitis during childhood and 32 607 controls from the general population (median age at diagnosis, 1.5 [IQR, 0.4-6.2] years; 44.2% female and 55.8% male, median follow-up time, 23.7 [IQR, 12.2-30.4] years). Individuals diagnosed with bacterial meningitis had higher cumulative incidence of all 7 disabilities, and 1052 (29.0%) had at least 1 disability. The highest absolute risk of disabilities was found for behavioral and emotional disorders, hearing loss, and visual disturbances. The estimated adjusted hazard ratios (HRs) showed a significant increased relative risk for cases compared with controls for all 7 disabilities, with the largest adjusted HRs for intracranial structural injuries (26.04 [95% CI, 15.50-43.74]), hearing loss (7.90 [95% CI, 6.68-9.33]), and motor function disorders (4.65 [95% CI, 3.72-5.80]). The adjusted HRs for cognitive disabilities, seizures, hearing loss, and motor function disorders were significantly higher for Streptococcus pneumoniae infection (eg, 7.89 [95% CI, 5.18-12.02] for seizure) compared with Haemophilus influenzae infection (2.46 [95% CI, 1.63-3.70]) or Neisseria meningitidis infection (1.38 [95% CI, 0.65-2.93]). The adjusted HRs for cognitive disabilities, seizures, behavioral and emotional disorders, and intracranial structural injuries were significantly higher for children diagnosed with bacterial meningitis at an age below the median. Conclusions and Relevance The findings of this cohort study of individuals diagnosed with bacterial meningitis during childhood suggest that exposed individuals may have had an increased risk for long-term disabilities (particularly when diagnosed with pneumococcal meningitis or when diagnosed at a young age), highlighting the need to detect disabilities among surviving children.
Collapse
Affiliation(s)
- Salini Mohanty
- Center for Observational and Real-World Evidence (CORE), Merck & Co Inc, Rahway, New Jersey
| | | | | | | | - Federico Iovino
- Department of Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Eric M. Sarpong
- Real-World Data Analytics and Innovation, Merck & Co Inc, Rahway, New Jersey
| | | | - Gustaf Bruze
- Division of Clinical Epidemiology, Department of Medicine (Solna), Karolinska Institutet, Stockholm, Sweden
| |
Collapse
|
4
|
Huntington SF, de Nigris E, Puckett JT, Kamal-Bahl S, Farooqui M, Ryland K, Sarpong EM, Leng S, Yang X, Doshi JA. Real-world analysis of adverse event rates after initiation of ibrutinib among Medicare beneficiaries with chronic lymphocytic leukemia. Cancer Med 2024; 13:e6953. [PMID: 38348963 PMCID: PMC10832339 DOI: 10.1002/cam4.6953] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 12/11/2023] [Accepted: 01/10/2024] [Indexed: 02/15/2024] Open
Abstract
BACKGROUND The first-generation BTK inhibitor ibrutinib is a standard-of-care therapy in the treatment of chronic lymphocytic leukemia (CLL) despite potential side effects that often lead to discontinuation. METHODS This study used 2013-2019 claims data to describe the incidence rate of adverse events (AEs) among elderly Medicare beneficiaries newly initiating ibrutinib for CLL. RESULTS The final sample contained 11,870 Medicare beneficiaries with CLL (mean age 77.2) newly initiating ibrutinib, of whom 65.2% discontinued over mean follow-up of 2.3 years. The overall incidence rate of AEs was 62.5 per 1000 patient-months for all discontinuers and 32.9 per 1000 patient-months for non-discontinuers. Discontinuers had a higher incidence rate of AEs per 1000 patient-months compared with non-discontinuers for all AEs examined, including infection (22.8 vs. 14.5), atrial fibrillation (15.1 vs. 7.0), anemia (21.9 vs. 14.5), and arthralgia/myalgia (19.5 vs. 13.6). CONCLUSION In this first real-world study of a national sample of elderly US patients treated with ibrutinib, we found a clear unmet need for improved management of ibrutinib-related AEs and/or new treatments to improve real-world outcomes in patients with CLL.
Collapse
Affiliation(s)
- Scott F Huntington
- Department of Internal Medicine, Section of Hematology, Yale University School of Medicine, New Haven, Connecticut, USA
| | | | | | | | | | | | | | | | | | - Jalpa A Doshi
- Division of General Internal Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| |
Collapse
|
5
|
Gautam S, Yeola S, Nahar A, Sarpong EM, Prescott J, Yang X, Sineshaw HM. Unfavorable early-stage Hodgkin lymphoma: assessment of patient characteristics in a real-world setting. Future Oncol 2023. [PMID: 37293737 DOI: 10.2217/fon-2022-0963] [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] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/10/2023] Open
Abstract
Aim: Unfavorable prognostic factors among classical Hodgkin lymphoma (cHL) patients in the real-world setting have yet to be fully characterized. Methods: In this retrospective study using the ConcertAI Oncology Dataset, patient characteristics, unfavorable prognostic factors and treatment patterns were evaluated among patients diagnosed with cHL. Results: Among 324 adult cHL patients diagnosed 2016-2021, 16.1% were classified as early favorable, 32.7% early unfavorable and 51.2% advanced disease. Early unfavorable patients were younger and had a larger nodal mass. The prognostic factor B symptoms was most frequently documented in early unfavorable patients (59.4%), followed by bulky disease (46.2%), >3 involved lymph node regions (31.1%), and erythrocyte sedimentation rate ≥50 (25.5%). Conclusion: In this analysis of real-world data, we found that nearly a third of newly diagnosed cHL patients had early unfavorable disease. Our analysis also showed differences in the proportion of patients for each unfavorable factor among patients with early-stage unfavorable cHL.
Collapse
|
6
|
Hu T, Song Y, Done N, Mohanty S, Liu Q, Sarpong EM, Lemus-Wirtz E, Signorovitch J, Weiss T. Economic burden of acute otitis media, pneumonia, and invasive pneumococcal disease in children in the United States after the introduction of 13-valent pneumococcal conjugate vaccines during 2014-2018. BMC Health Serv Res 2023; 23:398. [PMID: 37098521 PMCID: PMC10127426 DOI: 10.1186/s12913-023-09244-7] [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: 05/27/2022] [Accepted: 03/06/2023] [Indexed: 04/27/2023] Open
Abstract
BACKGROUND Streptococcus pneumoniae remains a leading cause of morbidity, mortality, and healthcare resource utilization (HRU) among children. This study quantified HRU and cost of acute otitis media (AOM), pneumonia, and invasive pneumococcal disease (IPD). METHODS The IBM MarketScan® Commercial Claims and Encounters and Multi-State Medicaid databases from 2014 to 2018 were analyzed. Children with AOM, all-cause pneumonia, or IPD episodes were identified using diagnosis codes in inpatient and outpatient claims. HRU and costs were described for each condition in the commercial and Medicaid-insured populations. National estimates of the number of episodes and total cost ($US 2019 for each condition were extrapolated using data from the US Census Bureau. RESULTS Approximately 6.2 and 5.6 million AOM episodes were identified in commercial and Medicaid-insured children, respectively, during the study period. Mean cost per AOM episode was $329 (SD $1505) for commercial and $184 (SD $1524) for Medicaid-insured children. A total of 619,876 and 531,095 all-cause pneumonia cases were identified among commercial and Medicaid-insured children, respectively. Mean cost per all-cause pneumonia episode was $2304 (SD $32,309) in the commercial and $1682 (SD $19,282) in the Medicaid-insured population. A total of 858 and 1130 IPD episodes were identified among commercial and Medicaid-insured children, respectively. Mean cost per IPD episode was $53,213 (SD $159,904) for commercial and $23,482 (SD $86,209) for the Medicaid-insured population. Nationally, there were over 15.8 million cases of AOM annually, with total estimated cost of $4.3 billion, over 1.5 million cases of pneumonia annually, with total cost of $3.6 billion, and about 2200 IPD episodes annually, for a cost of $98 million. CONCLUSIONS The economic burden of AOM, pneumonia, and IPD among US children remains substantial. IPD and its manifestations were associated with higher HRU and costs per episode, compared to AOM and all-cause pneumonia. However, owing to their higher frequencies, AOM and all-cause pneumonia were the main contributors to the economic burden of pneumococcal disease nationally. Additional interventions, such as the development of pneumococcal conjugate vaccinees with sustained protection of existing vaccine type serotypes as well as broader inclusion of additional serotypes, are necessary to further reduce the burden of disease caused by these manifestations.
Collapse
Affiliation(s)
- Tianyan Hu
- Merck & Co., Inc, 126 East Lincoln Ave, P.O. Box 2000, Rahway, NJ, 07065, USA
| | - Yan Song
- Analysis Group, Inc, Boston, MA, USA
| | | | - Salini Mohanty
- Merck & Co., Inc, 126 East Lincoln Ave, P.O. Box 2000, Rahway, NJ, 07065, USA.
| | - Qing Liu
- Analysis Group, Inc, Boston, MA, USA
| | - Eric M Sarpong
- Merck & Co., Inc, 126 East Lincoln Ave, P.O. Box 2000, Rahway, NJ, 07065, USA
| | | | | | - Thomas Weiss
- Merck & Co., Inc, 126 East Lincoln Ave, P.O. Box 2000, Rahway, NJ, 07065, USA
| |
Collapse
|
7
|
Hu T, Sarpong EM, Song Y, Done N, Liu Q, Lemus-Wirtz E, Signorovitch J, Mohanty S, Weiss T. Incidence of non-invasive all-cause pneumonia in children in the United States before and after the introduction of pneumococcal conjugate vaccines: a retrospective claims database analysis. Pneumonia (Nathan) 2023; 15:8. [PMID: 37016411 PMCID: PMC10074783 DOI: 10.1186/s41479-023-00109-5] [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: 10/06/2022] [Accepted: 01/25/2023] [Indexed: 04/06/2023] Open
Abstract
BACKGROUND Pneumonia is the most serious form of acute respiratory infection and Streptococcus pneumoniae is a leading cause of pediatric bacterial pneumonia. Pneumococcal conjugate vaccines were introduced in the United States (US) in 2000 (7-valent [PCV7]) and 2010 (13-valent [PCV13]). This study estimated annual incidence rates (IRs) of all-cause pneumonia (ACP) among US children aged < 18 years before and after the introduction of PCV7 and PCV13. METHODS ACP episodes were identified in the IBM MarketScan Commercial and Medicaid Databases using diagnosis codes. Annual IRs were calculated overall and by inpatient and outpatient settings as the number of episodes per 100,000 person-years (PY) for all children aged < 18 years and by age group (< 2, 2-4, and 5-17 years). National estimates of annual pneumonia IRs were extrapolated using Census Bureau data. Interrupted time series (ITS) analyses were used to assess immediate and gradual changes in monthly pneumonia IRs, adjusting for seasonality. RESULTS In the commercially-insured population, ACP IRs declined between the pre-PCV7 period (1998-1999) and late PCV13 period (2014-2018) from 5,322 to 3,471 episodes per 100,000 PY for children aged < 2 years, from 4,012 to 3,794 episodes per 100,000 PY in children aged 2-4 years but increased slightly from 1,383 to 1,475 episodes per 100,000 PY in children aged 5-17 years. The ITS analyses indicated significant decreases in monthly ACP IRs in the early PCV7 period (2001-2005) among younger children and in the early PCV13 period (2011-2013) among all children. Increases were observed in the late PCV7 period (2006-2009) among all age groups, but were only significant among older children. IRs of inpatient ACP decreased across all age groups, but outpatient pneumonia IRs remained stable during the study timeframe, even increasing slightly in children aged 5-17 years. More prominent declines were observed for Medicaid-insured children across all age groups; however, Medicaid IRs were higher than IRs of commercially-insured children during the entire study timeframe. CONCLUSIONS ACP disease burden remains high in US children of all ages despite overall reductions in incidence rates during 1998-2018 following the introduction of PCV7 and PCV13.
Collapse
Affiliation(s)
- Tianyan Hu
- Merck & Co., Inc., 126 East Lincoln Ave., Rahway, NJ, 07065, USA
| | - Eric M Sarpong
- Merck & Co., Inc., 126 East Lincoln Ave., Rahway, NJ, 07065, USA
| | - Yan Song
- Analysis Group, Inc., 111 Huntington Ave, Floor 14, Boston, MA, 02199, USA
| | - Nicolae Done
- Analysis Group, Inc., 111 Huntington Ave, Floor 14, Boston, MA, 02199, USA
| | - Qing Liu
- Analysis Group, Inc., 111 Huntington Ave, Floor 14, Boston, MA, 02199, USA
| | | | - James Signorovitch
- Analysis Group, Inc., 111 Huntington Ave, Floor 14, Boston, MA, 02199, USA
| | - Salini Mohanty
- Merck & Co., Inc., 126 East Lincoln Ave., Rahway, NJ, 07065, USA.
| | - Thomas Weiss
- Merck & Co., Inc., 126 East Lincoln Ave., Rahway, NJ, 07065, USA
| |
Collapse
|
8
|
Hu T, Song Y, Done N, Liu Q, Sarpong EM, Lemus-Wirtz E, Signorovitch J, Mohanty S, Weiss T. Incidence of invasive pneumococcal disease in children with commercial insurance or Medicaid coverage in the United States before and after the introduction of 7- and 13-valent pneumococcal conjugate vaccines during 1998-2018. BMC Public Health 2022; 22:1677. [PMID: 36064378 PMCID: PMC9442936 DOI: 10.1186/s12889-022-14051-6] [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: 01/11/2022] [Accepted: 08/17/2022] [Indexed: 11/29/2022] Open
Abstract
Background Invasive pneumococcal disease (IPD) is a major cause of pediatric morbidity and mortality. Pneumococcal conjugate vaccines (PCVs) were introduced in the US in 2000 (PCV7) and 2010 (PCV13). This study estimated the annual incidence rates (IRs) and time trends of IPD to quantify the burden of disease in children before and after the introduction of PCV7 and PCV13 in the US. Methods IPD episodes were identified in the IBM MarketScan Commercial and Medicaid Databases using claims with International Classification of Diseases 9/10th Revision, Clinical Modification codes. Annual IRs were calculated as the number of IPD episodes/100,000 person-years (PYs) for children < 18 years and by age group (< 2, 2–4, and 5–17 years). National estimates of annual IPD IRs were extrapolated using Census Bureau data. Interrupted time series (ITS) analyses were conducted to assess immediate and gradual changes in IPD IRs before and after introduction of PCV7 and PCV13. Results In commercially insured children, IPD IRs decreased from 9.4 to 2.8 episodes/100,000 PY between the pre-PCV7 (1998–1999) and late PCV13 period (2014–2018) overall, and from 65.6 to 11.6 episodes/100,000 PY in children < 2 years. In the Medicaid population, IPD IRs decreased from 11.3 to 4.2 episodes/100,000 PY between the early PCV7 (2001–2005) and late PCV13 period overall, and from 42.6 to 12.8 episodes/100,000 PY in children < 2 years. The trends of IRs for meningitis, bacteremia, and bacteremic pneumonia followed the patterns of overall IPD episodes. The ITS analyses indicated significant decreases in the early PCV7 period, increases in the late PCV7 and decreases in the early PCV13 period in commercially insured children overall. However, increases were also observed in the late PCV13 period in children < 2 years. The percentage of cases with underlying risk factors increased in both populations. Conclusions IRs of IPD decreased from 1998 to 2018, following introduction of PCV7 and PCV13, with larger declines during the early PCV7 and early PCV13 periods, and among younger children. However, the residual burden of IPD remains substantial. The impact of future PCVs on IPD IRs will depend on the proportion of vaccine-type serotypes and vaccine effectiveness in children with underlying conditions. Supplementary Information The online version contains supplementary material available at 10.1186/s12889-022-14051-6.
Collapse
Affiliation(s)
- Tianyan Hu
- Merck & Co., Inc., 126 East Lincoln Ave, P.O. Box 2000, Rahway, NJ, 07065, USA
| | - Yan Song
- Analysis Group, Inc., 111 Huntington Avenue 14th Floor, Boston, MA, 02199, USA
| | - Nicolae Done
- Analysis Group, Inc., 111 Huntington Avenue 14th Floor, Boston, MA, 02199, USA
| | - Qing Liu
- Analysis Group, Inc., 111 Huntington Avenue 14th Floor, Boston, MA, 02199, USA
| | - Eric M Sarpong
- Merck & Co., Inc., 126 East Lincoln Ave, P.O. Box 2000, Rahway, NJ, 07065, USA
| | - Esteban Lemus-Wirtz
- Analysis Group, Inc., 111 Huntington Avenue 14th Floor, Boston, MA, 02199, USA
| | - James Signorovitch
- Analysis Group, Inc., 111 Huntington Avenue 14th Floor, Boston, MA, 02199, USA
| | - Salini Mohanty
- Merck & Co., Inc., 126 East Lincoln Ave, P.O. Box 2000, Rahway, NJ, 07065, USA.
| | - Thomas Weiss
- Merck & Co., Inc., 126 East Lincoln Ave, P.O. Box 2000, Rahway, NJ, 07065, USA
| |
Collapse
|
9
|
Jiang Y, Sarpong EM, Sears P, Obi EN. Budget Impact Analysis of Fidaxomicin Versus Vancomycin for the Treatment of Clostridioides difficile Infection in the United States. Infect Dis Ther 2021; 11:111-126. [PMID: 34292496 DOI: 10.1007/s40121-021-00480-0] [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] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Accepted: 06/10/2021] [Indexed: 11/30/2022] Open
Abstract
INTRODUCTION Fidaxomicin is as effective as vancomycin in treating Clostridioides difficile infection (CDI) but more effective at preventing recurrence. However, because fidaxomicin is more costly than vancomycin, its overall value in managing CDI is not well understood. This study assessed the budget impact of introducing fidaxomicin versus vancomycin for the treatment of adults with CDI from a hospital perspective in the US. METHODS A cohort-based decision analytic model was developed over a 1-year horizon. A hospital with 10,000 annual hospitalizations was simulated. The model considered two adult populations: patients with no prior CDI episode and patients with one prior CDI episode. Two scenarios were assessed per population: 15% fidaxomicin/85% vancomycin use and 100% vancomycin use. Model inputs were obtained from published sources and expert opinion. Model outcomes included cost, payment, and revenue at the hospital level, per treated CDI patient, and per admitted patient. Budget impact was calculated as the difference in revenue between scenarios. One-way sensitivity analyses tested the effects of varying model inputs on the budget impact. RESULTS In patients with no prior CDI episode, treatment with fidaxomicin resulted in potential savings over 1 year of $1105 at the hospital level, $14 per treated CDI patient, and $0.11 per admitted patient. In patients with one prior CDI episode, fidaxomicin use was associated with potential savings over 1 year of $1150 at the hospital level, $74 per treated CDI patient, and $0.12 per admitted patient. Savings were driven by a reduced rate of CDI recurrence with fidaxomicin treatment and uptake of fidaxomicin. Sensitivity analyses indicated savings when inputs were varied in most scenarios. CONCLUSION Budgetary savings can be achieved with fidaxomicin due to reduced CDI recurrence as a result of a superior sustained clinical response. Our results support considering the broader benefits of fidaxomicin, beyond its cost, when making formulary inclusion decisions.
Collapse
Affiliation(s)
- Yiling Jiang
- Merck Sharp & Dohme (UK) Ltd., 120 Moorgate, London, EC2Y 9AL, UK.
| | - Eric M Sarpong
- Merck & Co., Inc., 200 Galloping Hill Road, Kenilworth, NJ, 07033, USA
| | - Pamela Sears
- Merck & Co., Inc., 200 Galloping Hill Road, Kenilworth, NJ, 07033, USA
| | - Engels N Obi
- Merck & Co., Inc., 200 Galloping Hill Road, Kenilworth, NJ, 07033, USA
| |
Collapse
|
10
|
Merchant S, Sarpong EM, Magee G, Lapointe N, Gundrum J, Zilberberg M. Epidemiology, Microbiology and Outcomes of Catheter-Associated Urinary Tract Infection and Complicated Urinary Tract Infection in the USA. Open Forum Infect Dis 2017. [PMCID: PMC5631285 DOI: 10.1093/ofid/ofx163.836] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background
An estimated 93,300 cases of healthcare-associated urinary tract infection (UTI) were recorded in US acute care hospitals in 2011. Many are classified as catheter-associated UTI (CAUTI) or complicated UTI (cUTI). Although CAUTI and cUTI share some commonalities, strategies differ for their prevention and treatment. We examined the epidemiology, microbiology and outcome of patients with CAUTI and cUTI in a large multicenter US database.
Methods
This was a retrospective cohort study using the 2013–2015 Premier Healthcare Database. ICD-9-CM codes were used to identify hospitalized adults (≥18 years) with CAUTI or cUTI. The demographics, clinical characteristics, microbiology, and hospital outcomes of all identified patients were compared. Differences between groups were examined using χ2 test for categorical variables and Student’s t-test for continuous variables. Statistical significance was set at
P ≤ 0.05.
Results
Of 120,332 identified patients, 50,034 (41.6%) had CAUTI (87.0% present on admission [POA]) and the remainder had cUTI [95.3% POA]. Patients with CAUTI were older (71.3 ± 16.1 vs. 56.3 ± 19.5 years) and more likely to be male (62.5% vs. 30.6%) and white (71.6% vs. 66.7%) (all P < 0.001). They also had greater comorbidity burden (Charlson Comorbidity Index of 2.8 ± 2.4 vs. 1.7 ± 2.2) and a higher ICU care rate (23.2% vs. 17.8%) than cUTI patients (all P < 0.001). Although Escherichia coli was the most common pathogen in both (69.8% cUTI vs. 39.5% CAUTI), Pseudomonas aeruginosa accounted for one quarter of all CAUTIs and only 5.0% of cUTIs. Compared with cUTI, CAUTI carried a >2-fold increase in unadjusted mortality (3.6% vs. 1.6%) and a higher rate of 30-day readmission (3.9% vs. 2.5%) (all P < 0.001). Additionally, CAUTI was associated with a greater unadjusted ICU length of stay (LOS, 6.0 ± 8.8 vs. 5.5 ± 5.5 days), hospital LOS (8.4 ± 12.9 vs. 5.5 ± 6.4 days) and cost ($16,871+$29,513 vs. $11,915 ± $19,657) (all P < 0.001).
Conclusion
The volume of CAUTI and cUTI hospitalizations in the US is high, and a majority of infections were present on admission. CAUTI is associated with greater mortality and resource use than cUTI. The high rate of P aeruginosa portends a greater potential for antimicrobial resistance in CAUTI, which may require different prevention and treatment approaches from cUTI.
Disclosures
S. Merchant, 1Merck & Co., Inc.: Employee and Shareholder, Salary E. M. Sarpong, Merck & Co., Inc.: Employee and Shareholder, Salary M. Zilberberg, EviMed Research Group, LLC,; Universtiy of Massachusetts: Shareholder, Research grant
Collapse
Affiliation(s)
| | | | - Glenn Magee
- Premier Research Services, Premier, Inc., Charlotte, NC
| | - Nancy Lapointe
- Applied Research, Premier Research Services, Premier, Inc., CHARLOTTE, North Carolina
| | - Jake Gundrum
- Premier Research Services, Premier, Inc., CHARLOTTE, North Carolina
| | | |
Collapse
|
11
|
Miller GE, Sarpong EM, Davidoff AJ, Yang EY, Brandt NJ, Fick DM. Determinants of Potentially Inappropriate Medication Use among Community-Dwelling Older Adults. Health Serv Res 2017; 52:1534-1549. [PMID: 27686781 PMCID: PMC5517671 DOI: 10.1111/1475-6773.12562] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVE To examine the determinants of potentially inappropriate medication (PIM) use. DATA SOURCES/STUDY SETTING U.S. nationally representative data on (n = 16,588) noninstitutionalized older adults (age ≥65) with drug use from the 2006-2010 Medical Expenditure Panel Survey. STUDY DESIGN We operationalized the 2012 Beers Criteria to identify PIM use during the year, and we examined associations with individual-level characteristics hypothesized to be quality enabling or related to need complexity. PRINCIPAL FINDINGS Almost one-third (30.9 percent) of older adults used a PIM. Multivariate results suggest that poor health status and high-PIM-risk conditions were associated with increased PIM use, while increasing age and educational attainment were associated with lower PIM use. Contrary to expectations, lack of a usual care source of care or supplemental insurance was associated with lower PIM use. Medication intensity appears to be in the pathway between both quality-enabling and need-complexity characteristics and PIM use. CONCLUSION Our results suggest that physicians attempt to avoid PIM use in the oldest old but have inadequate focus on the high-PIM-risk conditions. Educational programs targeted to physician practice regarding high-PIM-risk conditions and patient literacy regarding medication use are potential responses.
Collapse
Affiliation(s)
- G. Edward Miller
- Division of Research and ModelingCenter for Financing, Access and Cost TrendsAgency for Healthcare Research and QualityRockvilleMD
| | - Eric M. Sarpong
- Division of Research and ModelingCenter for Financing, Access and Cost TrendsAgency for Healthcare Research and QualityRockvilleMD
| | - Amy J. Davidoff
- Department of Health Policy and ManagementYale School of Public HealthNew HavenCT
| | - Eunice Y. Yang
- Department of Health Policy and ManagementGillings School of Public HealthUniversity of North Carolina Chapel HillChapel HillNC
| | - Nicole J. Brandt
- Department of Geriatric Pharmacotherapy, Pharmacy Practice and Science, University of MarylandBaltimore
School of PharmacyBaltimoreMD
- Peter Lamy Center on Drug Therapy and AgingBaltimoreMD
| | - Donna M. Fick
- College of Nursing, Pennsylvania
State UniversityUniversity ParkPA
| |
Collapse
|
12
|
Kullar R, Merchant S, Tabak YP, Deryke CA, Johannes RS, Sarpong EM, Gupta V. Regional and Source Variations in Vancomycin-Resistant Enterococci Rates in United States Hospitals 2015. Open Forum Infect Dis 2016. [DOI: 10.1093/ofid/ofw172.173] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
| | | | - Ying P. Tabak
- Becton, Dickinson and Company, Franklin Lakes, New Jersey
| | | | - Richard S Johannes
- Becton, Dickinson and Company, Franklin Lakes, New Jersey
- Harvard Medical School, Boston, Massachusetts
| | | | - Vikas Gupta
- Becton, Dickinson and Company, Franklin Lakes, New Jersey
| |
Collapse
|
13
|
Sarpong EM. The impact of obesity on medication use and expenditures among nonelderly adults with asthma. J Health Care Poor Underserved 2016; 25:1245-61. [PMID: 25130237 DOI: 10.1353/hpu.2014.0142] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Obesity contributes substantially to health resource use and costs. This study examines the impact of obesity on medication use and expenditures among nonelderly adults with asthma using the Medical Expenditure Panel Survey. Obese classes II/III individuals were more likely to have current asthma, seek treatment for asthma, use more medications, and have higher medication and health care expenditures compared with normal weight individuals. Multivariate results indicate that if obese classes II/III were normal weight the probability of asthma treatment would decrease by 8.0 percentage points. Conditional on any asthma treatment, if obese classes II/III were normal weight the mean number of total prescribed medications would decrease by 19.42 fills, and expected expenditures on total prescribed medications and health care would decrease by $1,738.68 and $3,682.58, respectively. These results suggest that, all else equal, reduction in body weight may help reduce health resource use and expenditures for nonelderly adults with asthma.
Collapse
|
14
|
Miller GE, Sarpong EM, Hill SC. Does increased adherence to medications change health care financial burdens for adults with diabetes? J Diabetes 2015; 7:872-80. [PMID: 25817601 DOI: 10.1111/1753-0407.12292] [Citation(s) in RCA: 10] [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: 10/27/2014] [Revised: 02/19/2015] [Accepted: 03/13/2015] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND The aim of the present study was to investigate increased out-of-pocket drug costs and financial burdens of achieving adherence to oral antidiabetic medications and medications for prevalent comorbidities. METHODS Concurrent adherence to medications, out-of-pocket drug costs, and financial burdens were measured among non-elderly adults with diabetes in the Medical Expenditure Panel Survey. "Financial burden" was defined as spending on health care exceeding 10% of family income. This study simulated the increased out-of-pocket drug costs and financial burdens that would result if non-adherent adults in our sample had obtained sufficient medications to be adherent. For each adult, for all therapeutic classes in which they were non-adherent, we calculated the additional days supplied required to become adherent, as well as out-of-pocket spending on these additional days supplied. RESULTS Approximately one-quarter adhered to all required medications. Among non-adherent adults with employer-sponsored insurance and public insurance, the mean annual out-of-pocket drug costs of achieving adherence were US$171 and US$68, respectively, which was generally affordable. However, 35.6% of the uninsured lived in families that spent 10% or more of their income on health care. Mean simulated additional out-of-pocket drug costs of achieving adherence were US$310 for the uninsured. These additional drug costs would increase those spending 10% or more of income to 39.6% of the uninsured. CONCLUSIONS Efforts to reduce the costs faced by the uninsured and insured will make adherence more affordable and, therefore, more attainable for some adults with diabetes.
Collapse
Affiliation(s)
- G Edward Miller
- Division of Modeling and Simulation, Center for Financing, Access and Cost Trends Agency for Healthcare Research and Quality, Rockville, Maryland, USA
| | - Eric M Sarpong
- Division of Modeling and Simulation, Center for Financing, Access and Cost Trends Agency for Healthcare Research and Quality, Rockville, Maryland, USA
| | - Steven C Hill
- Division of Modeling and Simulation, Center for Financing, Access and Cost Trends Agency for Healthcare Research and Quality, Rockville, Maryland, USA
| |
Collapse
|
15
|
Davidoff AJ, Miller GE, Sarpong EM, Yang E, Brandt N, Fick DM. Prevalence of potentially inappropriate medication use in older adults using the 2012 Beers criteria. J Am Geriatr Soc 2015; 63:486-500. [PMID: 25752646 DOI: 10.1111/jgs.13320] [Citation(s) in RCA: 98] [Impact Index Per Article: 10.9] [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: 11/30/2022]
Abstract
OBJECTIVES To use the most recently available population-based data to estimate potentially inappropriate medication (PIM) prevalence under the 2012 update of the Beers list of PIMs and to provide a benchmark from which to measure future changes. DESIGN Retrospective cohort study using nationally representative data. SETTING 2006-2010 Medical Expenditure Panel Survey (MEPS). PARTICIPANTS Community-dwelling sample of U.S. older adults (N=18,475). MEASUREMENTS The updated Beers criteria were operationalized, generating a "broad" PIM definition that incorporated form, route, or dose restrictions where clearly specified and a "qualified" definition that applied specific exceptions where mentioned in the rationale associated with each drug category. Bivariate analyses described PIM prevalence, comparing the two operational definitions, and examined time trends. RESULTS Of older adults with prescription medications, 42.6% had at least one medication fill that met the broad definition, with nonsteroidal anti-inflammatory drugs (NSAIDs) having the highest prevalence (10.9%). The rate declined from 45.5% in 2006-2007 to 40.8% in 2009-2010. The categories with the largest absolute decline were NSAIDs, selected sulfonylureas, and estrogens. PIM prevalence was 30.9% using the qualified definition. CONCLUSION Despite the overall high use of PIMs, there has been a decline observed in recent years. Future studies should test the effect of educational and clinical interventions on changes in PIM use and outcomes. The current study results can aid in targeting these interventions.
Collapse
Affiliation(s)
- Amy J Davidoff
- School of Public Health, Yale University, New Haven, Connecticut
| | | | | | | | | | | |
Collapse
|
16
|
Abstract
OBJECTIVES To provide updated estimates of narrow- and broad-spectrum antibiotic use among U.S. children. DATA SOURCES Linked nationally representative data from the 2004-2010 Medical Expenditure Panel Survey Household Component and the 2000 Decennial Census. STUDY DESIGN Relationships between individual-, family-, and community-level characteristics and the use of antibiotics overall and in the treatment of respiratory tract infections (RTIs) are examined using multinomial choice models. PRINCIPAL FINDINGS More than one quarter (27.3 percent) of children used at least one antibiotic each year with 12.8 percent using broad-spectrum and 18.5 percent using narrow-spectrum antibiotics. Among children with use, more than two-thirds (68.6 percent) used antibiotics to treat RTIs. Multivariate models revealed many differences across groups in antibiotic use, overall and in the treatment of RTIs. Differential use was associated with a broad range of factors related to need (e.g., age, health status), resources (e.g., insurance status, parental income, and education), race-ethnicity, and Census region. CONCLUSIONS Despite encouraging reports regarding the declining use of antibiotics, large differences in use associated with resources, race-ethnicity, and Census regions suggest a need for further improvement in the judicious and appropriate prescribing of antibiotics for U.S. children.
Collapse
Affiliation(s)
- Eric M Sarpong
- Division of Modeling and Simulation, Center for Financing, Access and Cost Trends, Agency for Healthcare Research and Quality, Rockville, MD
| | - G Edward Miller
- Division of Modeling and Simulation, Center for Financing, Access and Cost Trends, Agency for Healthcare Research and Quality, Rockville, MD
| |
Collapse
|
17
|
Abstract
OBJECTIVE To examine racial-ethnic differences in asthma controller medication use among insured U.S. children. DATA SOURCES Linked nationally representative data from the Medical Expenditure Panel Survey (2005-2008), the 2000 Decennial Census, and the National Health Interview Survey (2004-2007). STUDY DESIGN The study quantifies the portion of racial-ethnic differences in children's controller use that are attributable to differences in need, enabling and predisposing characteristics. PRINCIPAL FINDINGS Non-Hispanic black and Hispanic children were less likely to use controllers than non-Hispanic white children. Blinder-Oaxaca decomposition results indicated that observable characteristics explain less than 40 percent of the overall differential in controller use between non-Hispanic whites and non-Hispanic blacks. In contrast, observable characteristics explain more than two-thirds (71.3 percent) of the overall non-Hispanic white-Hispanic differential in controller use. For non-Hispanic blacks, a majority of the explained differential in controller use were attributed to enabling characteristics. For Hispanics, a significant portion of the explained differential in controller use was attributed to predisposing characteristics. In addition, a larger portion of the differential in controller use was explained by observable characteristics for publicly insured non-Hispanic black and Hispanic children. CONCLUSIONS The large observed differences in controller use highlight the continuing challenges of ensuring that all U.S. children have access to quality asthma care.
Collapse
Affiliation(s)
- Eric M Sarpong
- Division of Modeling and Simulation, Center for Financing, Access and Cost Trends, Agency for Healthcare Research and Quality, Rockville, MD
| | | |
Collapse
|
18
|
Abstract
OBJECTIVE To compare health care utilization between Canadian and U.S. residents. DATA SOURCES Nationally representative 2007 surveys from the Medical Expenditure Panel Survey for the United States and the Canadian Community Health Survey for Canada. STUDY DESIGN We use descriptive and multivariate methods to examine differences in health care utilization rates for visits to medical providers, nurses, chiropractors, specialists, dentists, and overnight hospital stays, usual source of care, Pap smear tests, and mammograms. PRINCIPAL FINDINGS The poor and less educated were more likely to utilize health care in Canada than in the United States. The differences were especially pronounced for having a usual source of care and for visits to providers, specialists, and dentists. Health care use for residents with high incomes and higher levels of education were not markedly different between the two countries and often higher for U.S residents. Foreign-born residents were more likely to use health care in Canada than in the United States. The descriptive results were confirmed in multivariate regressions. CONCLUSIONS Given the magnitude of our results, the health insurance structure in Canada might have played an important role in improving access to care for subpopulations examined in this study.
Collapse
Affiliation(s)
- Yuriy Pylypchuk
- Social and Scientific Systems, Georgetown Public Policy Institute, Rockville, MD 20850, USA.
| | | |
Collapse
|
19
|
Abstract
Recent changes in diabetes treatment guidelines and the introduction of new, more expensive pharmaceuticals appear to increase the financial challenges for nonelderly adults with diabetes. The authors used Medical Expenditure Panel Survey data to examine changes in the prevalence of diabetes and comorbidities, diabetes treatment, financial burdens, and the relationship between high financial burdens and patient characteristics. From 1997-1998 to 2006-2007, the total number of nonelderly adults treated for diabetes nearly doubled, from 5.4 to 10.7 million, and the proportion of diabetes patients using multiple drugs to treat their condition increased significantly. About a fifth of diabetes patients spent 10% or more of their family income on health care, and about one in nine spent 20% or more of their family income on health care. In 2006-2007, diabetes patients who were older, female, in poor health, or lacked insurance were more likely than others to have high burdens.
Collapse
Affiliation(s)
- Eric M Sarpong
- Center for Financing, Access and Cost Trends, Agency for Healthcare Research and Quality, Rockville, MD 20850, USA.
| | | | | |
Collapse
|
20
|
Goodall G, Sarpong EM, Hayes C, Valentine WJ. The consequences of delaying insulin initiation in UK type 2 diabetes patients failing oral hyperglycaemic agents: a modelling study. BMC Endocr Disord 2009; 9:19. [PMID: 19804622 PMCID: PMC2761913 DOI: 10.1186/1472-6823-9-19] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.6] [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] [Received: 09/15/2008] [Accepted: 10/05/2009] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Recent data have shown that type 2 diabetes patients in the UK delay initiating insulin on average for over 11 years after first being prescribed an oral medication. Using a published computer simulation model of diabetes we used UK-specific data to estimate the clinical consequences of immediately initiating insulin versus delaying initiation for periods in line with published estimates. METHODS In the base case scenario simulated patients, with characteristics based on published UK data, were modelled as either initiating insulin immediately or delaying for 8 years. Clinical outcomes in terms of both life expectancy and quality-adjusted life expectancy and also diabetes-related complications (cumulative incidence and time to onset) were projected over a 35 year time horizon. Treatment effects associated with insulin use were taken from published studies and sensitivity analyses were performed around time to initiation of insulin, insulin efficacies and hypoglycaemia utilities. RESULTS For patients immediately initiating insulin there were increases in (undiscounted) life expectancy of 0.61 years and quality-adjusted life expectancy of 0.34 quality-adjusted life years versus delaying initiation for 8 years. There were also substantial reductions in cumulative incidence and time to onset of all diabetes-related complications with immediate versus delayed insulin initiation. Sensitivity analyses showed that a reduced delay in insulin initiation or change in insulin efficacy still demonstrated clinical benefits for immediate versus delayed initiation. CONCLUSION UK type 2 diabetes patients are at increased risk of a large number of diabetes-related complications due to an unnecessary delay in insulin initiation. Despite clear guidelines recommending tight glycaemic control this failure to begin insulin therapy promptly is likely to result in needlessly reduced life expectancy and compromised quality of life.
Collapse
Affiliation(s)
| | - Eric M Sarpong
- Global Health Outcomes, Eli Lilly & Co., Indianapolis, USA
| | - Clarice Hayes
- Global Health Outcomes, Eli Lilly & Co., Indianapolis, USA
| | | |
Collapse
|