Aims: To evaluate the association between HbA1c coefficient of variation (HbA1c-CV) and 3-year new-onset albuminuria risk. Methods: A retrospective cohort study involving 716 normoalbuminuric type 2 diabetes patients was conducted between 2010 and 2014. HbA1c-CV was used to categorize patients into low, moderate or high variability groups. Multivariate logistic models were constructed and validated. Integrated discrimination (IDI) and net reclassification (NRI) improvement indices were used to quantify the added predictive value of HbA1c-CV. Results: The mean age of our cohort was 56.1 +/- 12.9 years with a baseline HbA1c of 8.3 +/- 1.3%. Over 3-years of follow-up, 35.2% (n = 252) developed albuminuria. An incremental risk of albuminuria was observed with moderate (6.68-13.43%) and high (above 13.44%) HbA1c-CV categories demonstrating adjusted odds ratios of 1.63 (1.12-2.38) and 3.80 (2.10-6.97) for 3-year new-onset albuminuria, respectively. Including HbA1c-CV for 3-year new-onset albuminuria prediction improved model discrimination (IDI: 0.023, NRI: 0.293, p < 0.05). The final model had a C-statistic of 0.760 +/- 0.018 on validation. Conclusion: HbA1c-CV improves 3-year prediction of new-onset albuminuria. Together with mean HbA1c, baseline urine albumin-to-creatinine ratio and presence of hypertension, accurate 3-year new-onset albuminuria prediction may be possible. (C) 2017 Elsevier B.V. All rights reserved.
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[1]
American Diabetes Association, 2016, Clin Diabetes, V34, P3, DOI 10.2337/diaclin.34.1.3
机构:
Hadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, IsraelHadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, Israel
Blech, Ilana
;
Katzenellenbogen, Mark
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Bar Ilan Univ, Bioinformat & Microarray Unit, Mina & Everard Goodman Fac Life Sci, Tel Aviv, IsraelHadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, Israel
Katzenellenbogen, Mark
;
Katzenellenbogen, Alexandra
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h-index: 0
机构:
Cent Bur Stat, Jerusalem, IsraelHadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, Israel
Katzenellenbogen, Alexandra
;
Wainstein, Julio
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h-index: 0
机构:
E Wolfson Med Ctr, Diabet Unit, Holon, IsraelHadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, Israel
Wainstein, Julio
;
Rubinstein, Ardon
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h-index: 0
机构:
Tel Aviv Univ, Tel Aviv Sourasky Med Ctr, Metab Unit, IL-69978 Tel Aviv, IsraelHadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, Israel
Rubinstein, Ardon
;
Harman-Boehm, Ilana
论文数: 0引用数: 0
h-index: 0
机构:
Ben Gurion Univ Negev, Soroka Hosp, IL-84105 Beer Sheva, IsraelHadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, Israel
Harman-Boehm, Ilana
;
Cohen, Joseph
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h-index: 0
机构:
Macabbi Hlth Serv, Endocrine Clin, Tel Aviv, IsraelHadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, Israel
Cohen, Joseph
;
Pollin, Toni I.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Maryland, Sch Med, Div Endocrinol Diabet & Nutr, Baltimore, MD 21201 USAHadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, Israel
Pollin, Toni I.
;
Glaser, Benjamin
论文数: 0引用数: 0
h-index: 0
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Hadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, IsraelHadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, Israel
机构:
St Marks Hosp, 1160 East 3900 South,Suite 1200, Salt Lake City, UT 84124 USA
St Marks Diabet Ctr, Internal Med St Marks, 1160 East 3900 South,Suite 1200, Salt Lake City, UT 84124 USASt Marks Hosp, 1160 East 3900 South,Suite 1200, Salt Lake City, UT 84124 USA
Chamberlain, James J.
;
Rhinehart, Andrew S.
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h-index: 0
机构:
Glytec, 770 Pelham Rd,Suite 210, Greenville, SC 29615 USASt Marks Hosp, 1160 East 3900 South,Suite 1200, Salt Lake City, UT 84124 USA
Rhinehart, Andrew S.
;
Shaefer, Charles F., Jr.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Phys Primary Care, 820 St Sebastian Way,Suite 4C, Augusta, GA 30901 USASt Marks Hosp, 1160 East 3900 South,Suite 1200, Salt Lake City, UT 84124 USA
Shaefer, Charles F., Jr.
;
Neuman, Annie
论文数: 0引用数: 0
h-index: 0
机构:
St Marks Hosp, 1160 East 3900 South,Suite 1200, Salt Lake City, UT 84124 USA
St Marks Diabet Ctr, Internal Med St Marks, 1160 East 3900 South,Suite 1200, Salt Lake City, UT 84124 USASt Marks Hosp, 1160 East 3900 South,Suite 1200, Salt Lake City, UT 84124 USA
机构:
Northwest Permanente, Dept Endocrinol, Portland, OR 97232 USA
Techn Israel Inst Technol, RB Rappaport Fac Med, Galil Ctr Telemedicine, Med Informat & Personalized Med, Haifa, IsraelNorthwest Permanente, Dept Endocrinol, Portland, OR 97232 USA
Glauber, Harry S.
;
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Rishe, Naphtali
;
Karnieli, Eddy
论文数: 0引用数: 0
h-index: 0
机构:
Northwest Permanente, Dept Endocrinol, Portland, OR 97232 USA
Inst Endocrinol Diabet & Metab, Rambam Med Ctr, Haifa, Israel
Techn Israel Inst Technol, RB Rappaport Fac Med, Galil Ctr Telemedicine, Med Informat & Personalized Med, Haifa, IsraelNorthwest Permanente, Dept Endocrinol, Portland, OR 97232 USA
机构:
Univ Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, EnglandUniv Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, England
Gorst, Catherine
;
Kwok, Chun Shing
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hosp North Midlands, Royal Stoke Univ Hosp, Stoke On Trent, Staffs, England
Keele Univ, Inst Sci & Technol Med, Keele Cardiovasc Res Grp, Stoke On Trent, Staffs, England
Keele Univ, Inst Primary Care & Hlth Sci, Stoke On Trent, Staffs, EnglandUniv Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, England
Kwok, Chun Shing
;
Aslam, Saadia
论文数: 0引用数: 0
h-index: 0
机构:
Cent Univ Hosp NHS Fdn Trust, Manchester Acad Hlth Sci Ctr, Manchester, Lancs, EnglandUniv Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, England
Aslam, Saadia
;
Buchan, Iain
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Farr Inst, Manchester, Lancs, EnglandUniv Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, England
Buchan, Iain
;
Kontopantelis, Evangelos
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, EnglandUniv Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, England
Kontopantelis, Evangelos
;
Myint, Phyo K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Aberdeen, Sch Med Med Sci & Nutr, Inst Appl Hlth Sci, Epidemiol Grp, Aberdeen, ScotlandUniv Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, England
Myint, Phyo K.
;
Heatlie, Grant
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机构:
Univ Hosp North Midlands, Royal Stoke Univ Hosp, Stoke On Trent, Staffs, EnglandUniv Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, England
Heatlie, Grant
;
Loke, Yoon
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Univ E Anglia, Norwich NR4 7TJ, Norfolk, EnglandUniv Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, England
Loke, Yoon
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Rutter, Martin K.
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Cent Manchester Univ Hosp NHS Fdn Trust, Manchester Acad Hlth Sci Ctr, Manchester Diabet Ctr, Manchester, Lancs, England
Univ Manchester, Inst Human Dev, Ctr Endocrinol & Diabet, Manchester, Lancs, EnglandUniv Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, England
Rutter, Martin K.
;
Mamas, Mamas A.
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机构:
Univ Hosp North Midlands, Royal Stoke Univ Hosp, Stoke On Trent, Staffs, England
Keele Univ, Inst Sci & Technol Med, Keele Cardiovasc Res Grp, Stoke On Trent, Staffs, England
Keele Univ, Inst Primary Care & Hlth Sci, Stoke On Trent, Staffs, EnglandUniv Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, England
机构:
Royal Adelaide Hosp, ANZDATA Registry, Adelaide, SA 5000, AustraliaRoyal Adelaide Hosp, ANZDATA Registry, Adelaide, SA 5000, Australia
Grace, Blair S.
;
Clayton, Philip
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Royal Adelaide Hosp, ANZDATA Registry, Adelaide, SA 5000, Australia
Royal Prince Alfred Hosp, Sydney, NSW, AustraliaRoyal Adelaide Hosp, ANZDATA Registry, Adelaide, SA 5000, Australia
Clayton, Philip
;
McDonald, Stephen P.
论文数: 0引用数: 0
h-index: 0
机构:
Royal Adelaide Hosp, ANZDATA Registry, Adelaide, SA 5000, Australia
Univ Adelaide, Fac Hlth Sci, Adelaide, SA, AustraliaRoyal Adelaide Hosp, ANZDATA Registry, Adelaide, SA 5000, Australia
机构:
Ctr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USACtr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USA
Gregg, Edward W.
;
Li, Yanfeng
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USACtr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USA
Li, Yanfeng
;
Wang, Jing
论文数: 0引用数: 0
h-index: 0
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Ctr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USACtr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USA
Wang, Jing
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Burrows, Nilka Rios
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USACtr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USA
Burrows, Nilka Rios
;
Ali, Mohammed K.
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USA
Emory Univ, Rollins Sch Publ Hlth, Atlanta, GA 30322 USACtr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USA
Ali, Mohammed K.
;
Rolka, Deborah
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h-index: 0
机构:
Ctr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USACtr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USA
Rolka, Deborah
;
Williams, Desmond E.
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h-index: 0
机构:
Ctr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USACtr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USA
Williams, Desmond E.
;
Geiss, Linda
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USACtr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USA
机构:
Hadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, IsraelHadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, Israel
Blech, Ilana
;
Katzenellenbogen, Mark
论文数: 0引用数: 0
h-index: 0
机构:
Bar Ilan Univ, Bioinformat & Microarray Unit, Mina & Everard Goodman Fac Life Sci, Tel Aviv, IsraelHadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, Israel
Katzenellenbogen, Mark
;
Katzenellenbogen, Alexandra
论文数: 0引用数: 0
h-index: 0
机构:
Cent Bur Stat, Jerusalem, IsraelHadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, Israel
Katzenellenbogen, Alexandra
;
Wainstein, Julio
论文数: 0引用数: 0
h-index: 0
机构:
E Wolfson Med Ctr, Diabet Unit, Holon, IsraelHadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, Israel
Wainstein, Julio
;
Rubinstein, Ardon
论文数: 0引用数: 0
h-index: 0
机构:
Tel Aviv Univ, Tel Aviv Sourasky Med Ctr, Metab Unit, IL-69978 Tel Aviv, IsraelHadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, Israel
Rubinstein, Ardon
;
Harman-Boehm, Ilana
论文数: 0引用数: 0
h-index: 0
机构:
Ben Gurion Univ Negev, Soroka Hosp, IL-84105 Beer Sheva, IsraelHadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, Israel
Harman-Boehm, Ilana
;
Cohen, Joseph
论文数: 0引用数: 0
h-index: 0
机构:
Macabbi Hlth Serv, Endocrine Clin, Tel Aviv, IsraelHadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, Israel
Cohen, Joseph
;
Pollin, Toni I.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Maryland, Sch Med, Div Endocrinol Diabet & Nutr, Baltimore, MD 21201 USAHadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, Israel
Pollin, Toni I.
;
Glaser, Benjamin
论文数: 0引用数: 0
h-index: 0
机构:
Hadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, IsraelHadassah Hebrew Univ Med Ctr, Endocrinol & Metab Serv, Jerusalem, Israel
机构:
St Marks Hosp, 1160 East 3900 South,Suite 1200, Salt Lake City, UT 84124 USA
St Marks Diabet Ctr, Internal Med St Marks, 1160 East 3900 South,Suite 1200, Salt Lake City, UT 84124 USASt Marks Hosp, 1160 East 3900 South,Suite 1200, Salt Lake City, UT 84124 USA
Chamberlain, James J.
;
Rhinehart, Andrew S.
论文数: 0引用数: 0
h-index: 0
机构:
Glytec, 770 Pelham Rd,Suite 210, Greenville, SC 29615 USASt Marks Hosp, 1160 East 3900 South,Suite 1200, Salt Lake City, UT 84124 USA
Rhinehart, Andrew S.
;
Shaefer, Charles F., Jr.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Phys Primary Care, 820 St Sebastian Way,Suite 4C, Augusta, GA 30901 USASt Marks Hosp, 1160 East 3900 South,Suite 1200, Salt Lake City, UT 84124 USA
Shaefer, Charles F., Jr.
;
Neuman, Annie
论文数: 0引用数: 0
h-index: 0
机构:
St Marks Hosp, 1160 East 3900 South,Suite 1200, Salt Lake City, UT 84124 USA
St Marks Diabet Ctr, Internal Med St Marks, 1160 East 3900 South,Suite 1200, Salt Lake City, UT 84124 USASt Marks Hosp, 1160 East 3900 South,Suite 1200, Salt Lake City, UT 84124 USA
机构:
Northwest Permanente, Dept Endocrinol, Portland, OR 97232 USA
Techn Israel Inst Technol, RB Rappaport Fac Med, Galil Ctr Telemedicine, Med Informat & Personalized Med, Haifa, IsraelNorthwest Permanente, Dept Endocrinol, Portland, OR 97232 USA
Glauber, Harry S.
;
论文数: 引用数:
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机构:
Rishe, Naphtali
;
Karnieli, Eddy
论文数: 0引用数: 0
h-index: 0
机构:
Northwest Permanente, Dept Endocrinol, Portland, OR 97232 USA
Inst Endocrinol Diabet & Metab, Rambam Med Ctr, Haifa, Israel
Techn Israel Inst Technol, RB Rappaport Fac Med, Galil Ctr Telemedicine, Med Informat & Personalized Med, Haifa, IsraelNorthwest Permanente, Dept Endocrinol, Portland, OR 97232 USA
机构:
Univ Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, EnglandUniv Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, England
Gorst, Catherine
;
Kwok, Chun Shing
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hosp North Midlands, Royal Stoke Univ Hosp, Stoke On Trent, Staffs, England
Keele Univ, Inst Sci & Technol Med, Keele Cardiovasc Res Grp, Stoke On Trent, Staffs, England
Keele Univ, Inst Primary Care & Hlth Sci, Stoke On Trent, Staffs, EnglandUniv Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, England
Kwok, Chun Shing
;
Aslam, Saadia
论文数: 0引用数: 0
h-index: 0
机构:
Cent Univ Hosp NHS Fdn Trust, Manchester Acad Hlth Sci Ctr, Manchester, Lancs, EnglandUniv Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, England
Aslam, Saadia
;
Buchan, Iain
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Farr Inst, Manchester, Lancs, EnglandUniv Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, England
Buchan, Iain
;
Kontopantelis, Evangelos
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, EnglandUniv Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, England
Kontopantelis, Evangelos
;
Myint, Phyo K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Aberdeen, Sch Med Med Sci & Nutr, Inst Appl Hlth Sci, Epidemiol Grp, Aberdeen, ScotlandUniv Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, England
Myint, Phyo K.
;
Heatlie, Grant
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hosp North Midlands, Royal Stoke Univ Hosp, Stoke On Trent, Staffs, EnglandUniv Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, England
Heatlie, Grant
;
Loke, Yoon
论文数: 0引用数: 0
h-index: 0
机构:
Univ E Anglia, Norwich NR4 7TJ, Norfolk, EnglandUniv Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, England
Loke, Yoon
;
Rutter, Martin K.
论文数: 0引用数: 0
h-index: 0
机构:
Cent Manchester Univ Hosp NHS Fdn Trust, Manchester Acad Hlth Sci Ctr, Manchester Diabet Ctr, Manchester, Lancs, England
Univ Manchester, Inst Human Dev, Ctr Endocrinol & Diabet, Manchester, Lancs, EnglandUniv Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, England
Rutter, Martin K.
;
Mamas, Mamas A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hosp North Midlands, Royal Stoke Univ Hosp, Stoke On Trent, Staffs, England
Keele Univ, Inst Sci & Technol Med, Keele Cardiovasc Res Grp, Stoke On Trent, Staffs, England
Keele Univ, Inst Primary Care & Hlth Sci, Stoke On Trent, Staffs, EnglandUniv Manchester, Inst Populat Hlth, Ctr Primary Care, Manchester, Lancs, England
机构:
Royal Adelaide Hosp, ANZDATA Registry, Adelaide, SA 5000, AustraliaRoyal Adelaide Hosp, ANZDATA Registry, Adelaide, SA 5000, Australia
Grace, Blair S.
;
Clayton, Philip
论文数: 0引用数: 0
h-index: 0
机构:
Royal Adelaide Hosp, ANZDATA Registry, Adelaide, SA 5000, Australia
Royal Prince Alfred Hosp, Sydney, NSW, AustraliaRoyal Adelaide Hosp, ANZDATA Registry, Adelaide, SA 5000, Australia
Clayton, Philip
;
McDonald, Stephen P.
论文数: 0引用数: 0
h-index: 0
机构:
Royal Adelaide Hosp, ANZDATA Registry, Adelaide, SA 5000, Australia
Univ Adelaide, Fac Hlth Sci, Adelaide, SA, AustraliaRoyal Adelaide Hosp, ANZDATA Registry, Adelaide, SA 5000, Australia
机构:
Ctr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USACtr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USA
Gregg, Edward W.
;
Li, Yanfeng
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USACtr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USA
Li, Yanfeng
;
Wang, Jing
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USACtr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USA
Wang, Jing
;
Burrows, Nilka Rios
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USACtr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USA
Burrows, Nilka Rios
;
Ali, Mohammed K.
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USA
Emory Univ, Rollins Sch Publ Hlth, Atlanta, GA 30322 USACtr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USA
Ali, Mohammed K.
;
Rolka, Deborah
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USACtr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USA
Rolka, Deborah
;
Williams, Desmond E.
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USACtr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USA
Williams, Desmond E.
;
Geiss, Linda
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USACtr Dis Control & Prevent, Div Diabet Translat, Atlanta, GA 30341 USA