Healthcare Resource Use, Costs, and Disease Progression Associated with Diabetic Nephropathy in Adults with Type 2 Diabetes: A Retrospective Observational Study
Introduction Diabetic nephropathy (DN) is a progressive kidney disease resulting as a complication of diabetes mellitus. This study evaluated the disease progression and economic burden of DN among commercially insured patients with type 2 diabetes in the USA. Methods The research design was a retro...
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description | Introduction
Diabetic nephropathy (DN) is a progressive kidney disease resulting as a complication of diabetes mellitus. This study evaluated the disease progression and economic burden of DN among commercially insured patients with type 2 diabetes in the USA.
Methods
The research design was a retrospective observational study based on healthcare claims data. The Truven MarketScan Databases (2004–2014) were queried for adults with type 2 diabetes with at least one urine albumin test (index, randomly selected) after diagnosis and at least one test after the index. On the basis of the index test, patients were classified into normoalbuminuria, microalbuminuria, or macroalbuminuria groups. Nephropathy-related treatment use was measured in the 6 months after the index, disease progression was assessed from the index to the end of data availability, and annual all-cause and nephropathy-related costs and healthcare resource use (HRU) were assessed up to 2 years from the index. Outcomes were compared between any two groups, controlling for baseline demographics.
Results
A total of 23,235 patients were identified and classified into normoalbuminuria (
N
= 18,409), microalbuminuria (
N
= 3863), or macroalbuminuria (
N
= 963) groups. Patients with albuminuria were more likely to be older, male, and have a higher burden of baseline comorbidities and HRU. Within 6 months following the index, 12–20% of patients with albuminuria were not treated with any relevant recommended treatment. Compared to the normoalbuminuria group, patients with macroalbuminuria had a significantly greater risk of disease progression (hazard ratio [HR] = 1.44), and both albuminuria groups were more likely to require dialysis (HR = 4.23 and 40.14 for micro- and macroalbuminuria, respectively; all
p
|
doi_str_mv | 10.1007/s13300-017-0256-5 |
format | Article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5446382</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1902616107</sourcerecordid><originalsourceid>FETCH-LOGICAL-c518t-9609982e02dd931bd6cce2e96d122292081ada23385184417807274daf12a6043</originalsourceid><addsrcrecordid>eNp1kstuEzEUhkcIRKvSB2CDLLFh0QFfZjw2C6QoXIpUUQTt2nLsk8TVdDz4eILyNvAqPBmuEqKChDe2dL7zn4v_qnrK6EtGafcKmRCU1pR1NeWtrNsH1TFTUtdSS_bw8G7FUXWKeEPLEVprxh5XR1wJyRrZHFc_z8H2ee1sAvIFME7JAblGOCPziBnPiB08eRsQLAL5nOIqAWKIA5khRhdsBk--h7wujF1ADo58gnGd4mjzektC4fzUZ9wxV9sRfv3gexbwNZmVojlFHMHlsAFyuUBIG5tLBduTr3ny2yfVo6XtEU7390l1_f7d1fy8vrj88HE-u6hdy1SutaRaKw6Ue68FW3jpHHDQ0jPOueZUMestF0IVvGlYp2jHu8bbJeNW0kacVG92uuO0uAXvYMjJ9mZM4damrYk2mL8jQ1ibVdyYtmmkULwIvNgLpPhtAszmNqCDvrcDxAkNU0owVXqRBX3-D3pTNl9GLpSmXDLJaFcotqNc2RAmWB6aYdTcecDsPGCKB8ydB0xbcp7dn-KQ8efHC8B3AJbQsIJ0r_R_VX8D2-y-Sg</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1902616107</pqid></control><display><type>article</type><title>Healthcare Resource Use, Costs, and Disease Progression Associated with Diabetic Nephropathy in Adults with Type 2 Diabetes: A Retrospective Observational Study</title><source>DOAJ Directory of Open Access Journals</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>Springer Nature OA Free Journals</source><source>PubMed Central</source><creator>Zhou, Zhou ; Chaudhari, Paresh ; Yang, Hongbo ; Fang, Anna P. ; Zhao, Jing ; Law, Ernest H. ; Wu, Eric Q. ; Jiang, Ruixuan ; Seifeldin, Raafat</creator><creatorcontrib>Zhou, Zhou ; Chaudhari, Paresh ; Yang, Hongbo ; Fang, Anna P. ; Zhao, Jing ; Law, Ernest H. ; Wu, Eric Q. ; Jiang, Ruixuan ; Seifeldin, Raafat</creatorcontrib><description>Introduction
Diabetic nephropathy (DN) is a progressive kidney disease resulting as a complication of diabetes mellitus. This study evaluated the disease progression and economic burden of DN among commercially insured patients with type 2 diabetes in the USA.
Methods
The research design was a retrospective observational study based on healthcare claims data. The Truven MarketScan Databases (2004–2014) were queried for adults with type 2 diabetes with at least one urine albumin test (index, randomly selected) after diagnosis and at least one test after the index. On the basis of the index test, patients were classified into normoalbuminuria, microalbuminuria, or macroalbuminuria groups. Nephropathy-related treatment use was measured in the 6 months after the index, disease progression was assessed from the index to the end of data availability, and annual all-cause and nephropathy-related costs and healthcare resource use (HRU) were assessed up to 2 years from the index. Outcomes were compared between any two groups, controlling for baseline demographics.
Results
A total of 23,235 patients were identified and classified into normoalbuminuria (
N
= 18,409), microalbuminuria (
N
= 3863), or macroalbuminuria (
N
= 963) groups. Patients with albuminuria were more likely to be older, male, and have a higher burden of baseline comorbidities and HRU. Within 6 months following the index, 12–20% of patients with albuminuria were not treated with any relevant recommended treatment. Compared to the normoalbuminuria group, patients with macroalbuminuria had a significantly greater risk of disease progression (hazard ratio [HR] = 1.44), and both albuminuria groups were more likely to require dialysis (HR = 4.23 and 40.14 for micro- and macroalbuminuria, respectively; all
p
< 0.05). Annual all-cause (2016 US dollars, $3580 and $12,830 higher for micro- and macroalbuminuria vs. normoalbuminuria, respectively) and nephropathy-related ($362 and $3716) costs increased significantly with increasing nephropathy severity, consistent with the trend in increased HRU.
Conclusions
Diabetic nephropathy may be undertreated or inappropriately treated. It was also associated with significantly higher costs, HRU, and risk of disease progression among commercially insured patients with type 2 diabetes in the USA.
Funding
Takeda Development Center Americas, Inc.</description><identifier>ISSN: 1869-6953</identifier><identifier>EISSN: 1869-6961</identifier><identifier>DOI: 10.1007/s13300-017-0256-5</identifier><identifier>PMID: 28361464</identifier><language>eng</language><publisher>Cheshire: Springer Healthcare</publisher><subject>Cardiology ; Diabetes ; Diabetic nephropathy ; Endocrinology ; Health care expenditures ; Health services utilization ; Internal Medicine ; Kidney diseases ; Medicine ; Medicine & Public Health ; Observational studies ; Original Research</subject><ispartof>Diabetes therapy, 2017-06, Vol.8 (3), p.555-571</ispartof><rights>The Author(s) 2017</rights><rights>Diabetes Therapy is a copyright of Springer, 2017.</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c518t-9609982e02dd931bd6cce2e96d122292081ada23385184417807274daf12a6043</citedby><cites>FETCH-LOGICAL-c518t-9609982e02dd931bd6cce2e96d122292081ada23385184417807274daf12a6043</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5446382/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5446382/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,864,885,27924,27925,41120,42189,51576,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/28361464$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zhou, Zhou</creatorcontrib><creatorcontrib>Chaudhari, Paresh</creatorcontrib><creatorcontrib>Yang, Hongbo</creatorcontrib><creatorcontrib>Fang, Anna P.</creatorcontrib><creatorcontrib>Zhao, Jing</creatorcontrib><creatorcontrib>Law, Ernest H.</creatorcontrib><creatorcontrib>Wu, Eric Q.</creatorcontrib><creatorcontrib>Jiang, Ruixuan</creatorcontrib><creatorcontrib>Seifeldin, Raafat</creatorcontrib><title>Healthcare Resource Use, Costs, and Disease Progression Associated with Diabetic Nephropathy in Adults with Type 2 Diabetes: A Retrospective Observational Study</title><title>Diabetes therapy</title><addtitle>Diabetes Ther</addtitle><addtitle>Diabetes Ther</addtitle><description>Introduction
Diabetic nephropathy (DN) is a progressive kidney disease resulting as a complication of diabetes mellitus. This study evaluated the disease progression and economic burden of DN among commercially insured patients with type 2 diabetes in the USA.
Methods
The research design was a retrospective observational study based on healthcare claims data. The Truven MarketScan Databases (2004–2014) were queried for adults with type 2 diabetes with at least one urine albumin test (index, randomly selected) after diagnosis and at least one test after the index. On the basis of the index test, patients were classified into normoalbuminuria, microalbuminuria, or macroalbuminuria groups. Nephropathy-related treatment use was measured in the 6 months after the index, disease progression was assessed from the index to the end of data availability, and annual all-cause and nephropathy-related costs and healthcare resource use (HRU) were assessed up to 2 years from the index. Outcomes were compared between any two groups, controlling for baseline demographics.
Results
A total of 23,235 patients were identified and classified into normoalbuminuria (
N
= 18,409), microalbuminuria (
N
= 3863), or macroalbuminuria (
N
= 963) groups. Patients with albuminuria were more likely to be older, male, and have a higher burden of baseline comorbidities and HRU. Within 6 months following the index, 12–20% of patients with albuminuria were not treated with any relevant recommended treatment. Compared to the normoalbuminuria group, patients with macroalbuminuria had a significantly greater risk of disease progression (hazard ratio [HR] = 1.44), and both albuminuria groups were more likely to require dialysis (HR = 4.23 and 40.14 for micro- and macroalbuminuria, respectively; all
p
< 0.05). Annual all-cause (2016 US dollars, $3580 and $12,830 higher for micro- and macroalbuminuria vs. normoalbuminuria, respectively) and nephropathy-related ($362 and $3716) costs increased significantly with increasing nephropathy severity, consistent with the trend in increased HRU.
Conclusions
Diabetic nephropathy may be undertreated or inappropriately treated. It was also associated with significantly higher costs, HRU, and risk of disease progression among commercially insured patients with type 2 diabetes in the USA.
Funding
Takeda Development Center Americas, Inc.</description><subject>Cardiology</subject><subject>Diabetes</subject><subject>Diabetic nephropathy</subject><subject>Endocrinology</subject><subject>Health care expenditures</subject><subject>Health services utilization</subject><subject>Internal Medicine</subject><subject>Kidney diseases</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Observational studies</subject><subject>Original Research</subject><issn>1869-6953</issn><issn>1869-6961</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNp1kstuEzEUhkcIRKvSB2CDLLFh0QFfZjw2C6QoXIpUUQTt2nLsk8TVdDz4eILyNvAqPBmuEqKChDe2dL7zn4v_qnrK6EtGafcKmRCU1pR1NeWtrNsH1TFTUtdSS_bw8G7FUXWKeEPLEVprxh5XR1wJyRrZHFc_z8H2ee1sAvIFME7JAblGOCPziBnPiB08eRsQLAL5nOIqAWKIA5khRhdsBk--h7wujF1ADo58gnGd4mjzektC4fzUZ9wxV9sRfv3gexbwNZmVojlFHMHlsAFyuUBIG5tLBduTr3ny2yfVo6XtEU7390l1_f7d1fy8vrj88HE-u6hdy1SutaRaKw6Ue68FW3jpHHDQ0jPOueZUMestF0IVvGlYp2jHu8bbJeNW0kacVG92uuO0uAXvYMjJ9mZM4damrYk2mL8jQ1ibVdyYtmmkULwIvNgLpPhtAszmNqCDvrcDxAkNU0owVXqRBX3-D3pTNl9GLpSmXDLJaFcotqNc2RAmWB6aYdTcecDsPGCKB8ydB0xbcp7dn-KQ8efHC8B3AJbQsIJ0r_R_VX8D2-y-Sg</recordid><startdate>20170601</startdate><enddate>20170601</enddate><creator>Zhou, Zhou</creator><creator>Chaudhari, Paresh</creator><creator>Yang, Hongbo</creator><creator>Fang, Anna P.</creator><creator>Zhao, Jing</creator><creator>Law, Ernest H.</creator><creator>Wu, Eric Q.</creator><creator>Jiang, Ruixuan</creator><creator>Seifeldin, Raafat</creator><general>Springer Healthcare</general><general>Springer Nature B.V</general><scope>C6C</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7RV</scope><scope>7X7</scope><scope>7XB</scope><scope>8AO</scope><scope>8C1</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9-</scope><scope>K9.</scope><scope>KB0</scope><scope>M0R</scope><scope>M0S</scope><scope>NAPCQ</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20170601</creationdate><title>Healthcare Resource Use, Costs, and Disease Progression Associated with Diabetic Nephropathy in Adults with Type 2 Diabetes: A Retrospective Observational Study</title><author>Zhou, Zhou ; Chaudhari, Paresh ; Yang, Hongbo ; Fang, Anna P. ; Zhao, Jing ; Law, Ernest H. ; Wu, Eric Q. ; Jiang, Ruixuan ; Seifeldin, Raafat</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c518t-9609982e02dd931bd6cce2e96d122292081ada23385184417807274daf12a6043</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Cardiology</topic><topic>Diabetes</topic><topic>Diabetic nephropathy</topic><topic>Endocrinology</topic><topic>Health care expenditures</topic><topic>Health services utilization</topic><topic>Internal Medicine</topic><topic>Kidney diseases</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Observational studies</topic><topic>Original Research</topic><toplevel>online_resources</toplevel><creatorcontrib>Zhou, Zhou</creatorcontrib><creatorcontrib>Chaudhari, Paresh</creatorcontrib><creatorcontrib>Yang, Hongbo</creatorcontrib><creatorcontrib>Fang, Anna P.</creatorcontrib><creatorcontrib>Zhao, Jing</creatorcontrib><creatorcontrib>Law, Ernest H.</creatorcontrib><creatorcontrib>Wu, Eric Q.</creatorcontrib><creatorcontrib>Jiang, Ruixuan</creatorcontrib><creatorcontrib>Seifeldin, Raafat</creatorcontrib><collection>Springer Nature OA Free Journals</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Nursing & Allied Health Database</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>Consumer Health Database (Alumni Edition)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Consumer Health Database</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Nursing & Allied Health Premium</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Diabetes therapy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhou, Zhou</au><au>Chaudhari, Paresh</au><au>Yang, Hongbo</au><au>Fang, Anna P.</au><au>Zhao, Jing</au><au>Law, Ernest H.</au><au>Wu, Eric Q.</au><au>Jiang, Ruixuan</au><au>Seifeldin, Raafat</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Healthcare Resource Use, Costs, and Disease Progression Associated with Diabetic Nephropathy in Adults with Type 2 Diabetes: A Retrospective Observational Study</atitle><jtitle>Diabetes therapy</jtitle><stitle>Diabetes Ther</stitle><addtitle>Diabetes Ther</addtitle><date>2017-06-01</date><risdate>2017</risdate><volume>8</volume><issue>3</issue><spage>555</spage><epage>571</epage><pages>555-571</pages><issn>1869-6953</issn><eissn>1869-6961</eissn><abstract>Introduction
Diabetic nephropathy (DN) is a progressive kidney disease resulting as a complication of diabetes mellitus. This study evaluated the disease progression and economic burden of DN among commercially insured patients with type 2 diabetes in the USA.
Methods
The research design was a retrospective observational study based on healthcare claims data. The Truven MarketScan Databases (2004–2014) were queried for adults with type 2 diabetes with at least one urine albumin test (index, randomly selected) after diagnosis and at least one test after the index. On the basis of the index test, patients were classified into normoalbuminuria, microalbuminuria, or macroalbuminuria groups. Nephropathy-related treatment use was measured in the 6 months after the index, disease progression was assessed from the index to the end of data availability, and annual all-cause and nephropathy-related costs and healthcare resource use (HRU) were assessed up to 2 years from the index. Outcomes were compared between any two groups, controlling for baseline demographics.
Results
A total of 23,235 patients were identified and classified into normoalbuminuria (
N
= 18,409), microalbuminuria (
N
= 3863), or macroalbuminuria (
N
= 963) groups. Patients with albuminuria were more likely to be older, male, and have a higher burden of baseline comorbidities and HRU. Within 6 months following the index, 12–20% of patients with albuminuria were not treated with any relevant recommended treatment. Compared to the normoalbuminuria group, patients with macroalbuminuria had a significantly greater risk of disease progression (hazard ratio [HR] = 1.44), and both albuminuria groups were more likely to require dialysis (HR = 4.23 and 40.14 for micro- and macroalbuminuria, respectively; all
p
< 0.05). Annual all-cause (2016 US dollars, $3580 and $12,830 higher for micro- and macroalbuminuria vs. normoalbuminuria, respectively) and nephropathy-related ($362 and $3716) costs increased significantly with increasing nephropathy severity, consistent with the trend in increased HRU.
Conclusions
Diabetic nephropathy may be undertreated or inappropriately treated. It was also associated with significantly higher costs, HRU, and risk of disease progression among commercially insured patients with type 2 diabetes in the USA.
Funding
Takeda Development Center Americas, Inc.</abstract><cop>Cheshire</cop><pub>Springer Healthcare</pub><pmid>28361464</pmid><doi>10.1007/s13300-017-0256-5</doi><tpages>17</tpages><oa>free_for_read</oa></addata></record> |
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source | DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; Springer Nature OA Free Journals; PubMed Central |
subjects | Cardiology Diabetes Diabetic nephropathy Endocrinology Health care expenditures Health services utilization Internal Medicine Kidney diseases Medicine Medicine & Public Health Observational studies Original Research |
title | Healthcare Resource Use, Costs, and Disease Progression Associated with Diabetic Nephropathy in Adults with Type 2 Diabetes: A Retrospective Observational Study |
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