the medical ethics committee of the erasmus medical center has approved the rotterdam study , and informed consent was obtained from all participants .
the rotterdam study is a prospective , population - based cohort studying the determinants of chronic diseases and disability in dutch men and women .
the study targets investigations on endocrine diseases such as osteoporosis and diabetes , among others . in short ,
all inhabitants 55 years of age and over of the ommoord district in the city of rotterdam in the netherlands were invited to participate from january 1990 onwards ( response rate 78% ) . between 1990 and 1993 , a baseline home interview on medical history , risk factors for chronic diseases and medication use , and information on age at menopause was taken by trained interviewers .
a faller was defined as an individual with a history of one , two , or more falls without precipitating trauma ( e.g. , car accident or sport injury ) in the 12 months preceding the baseline interview .
falling frequency at baseline was recorded as never , less than once a month , and more than once a month .
follow - up data were collected using a different questionnaire at the second and third follow - up .
a trained dietitian used an extensive , validated , semiquantitative food - frequency questionnaire to assess alcohol intake , which was reported in standard alcoholic drinks ( 9.8625 g/12.5 cc of alcohol ) per day .
subsequently , participants were invited to the research center for clinical examination . during the baseline visit , height and weight
information on medication use included the use of antidiabetic medication , diuretics , hormonal replacement therapy , and systemic corticosteroids .
creatinine was measured using standard laboratory methods . serum insulin and sex steroids ( including testosterone , e1 , e2 , sex hormone  binding globulin , and dehydroepiandrosterone sulfate ) levels were determined in plasma samples using radioimmunoassays purchased from diagnostic systems laboratories , inc .
( webster , tx ) and medgenix diagnostics ( brussels , belgium ) , respectively .
fructosamine serum levels were measured by colorimetry and reported in micromoles per liter ; fructosamine measurements in the rotterdam study had an interassay coefficient of variation ( cv ) of 3.0 ( 10 ) .
hba1c was computed at baseline from fructosamine levels using the following formula as described previously ( 11 ) : hba1c = 0.017  fructosamine ( mol / l ) + 1.61 .
all participants , except those on antidiabetic medication , underwent an oral glucose tolerance test ( ogtt ) with a 37.5% oral glucose solution ( 75 g of glucose ) in a nonfasting state .
diabetes was defined as antidiabetic medication use or a preload or postload serum glucose level > 11.1 mmol / l .
medical profiles were checked to exclude type 1 diabetes subjects ( e.g. , restriction to those who reported having diabetes at or after 30 years of age ) ( 7 ) . of the 4,135 included participants , 420 ( 10.2% )
were classified as having type 2 diabetes at baseline according to both ogtt ( n = 250 ) and antidiabetic medication use ( n = 170 , of which 39 were exogenous insulin users ) .
inadequate glucose control in diabetes was defined as a serum hba1c level 7.5% ( 58 mmol / mol ) measured at baseline .
this way , three comparison groups were defined , including no diabetes ( nd ; n = 3,715 ) , adequately controlled diabetes ( acd ) with serum hba1c level < 7.5% ( n = 203 ) , and inadequately controlled diabetes ( icd ) with serum hba1c level 7.5% ( n = 217 ) .
in addition , impaired glucose tolerance was defined as having a preload or postload ogtt serum glucose from 7.8 to 11.1 mmol / l .
visual acuity was measured at a 3-m distance using the lighthouse distance visual acuity test , which is a modified early treatment diabetic retinopathy study chart ( 12 ) .
for best - corrected visual acuity ( bcva ) , optimal refraction was obtained subjectively after objective autorefraction ( topcon rm - a2000 ; topcon optical company , tokyo , japan ) .
after pharmacologic mydriasis , participants underwent fundus photography , covering a 35 field centered on the macula of both eyes .
for the assessment of visual impairment , two sets of commonly used criteria for categorization of blindness and low vision were applied based on 1 ) world health organization criteria ( 13 ) , with blindness defined as bcva < 0.05 ( snellen , 20/400 ) in the better eye and low vision defined as 0.05 ( 20/400) bcva < 0.3 ( 20/60 ) in the better eye ; and 2 ) the most commonly used criteria in the u.s . defining blindness as bcva
< 0.1 ( 20/200 ) in the better eye and low vision as 0.1 ( 20/200) bcva < 0.5 ( 20/40 ) in the better eye .
retinopathy at baseline was defined as the presence of cotton wool spots , evidence of laser treatment for retinopathy , or the presence of one or more dot / blot hemorrhages or microaneurysms .
femoral neck and lumbar spine bmd was measured by dual - energy x - ray absorptiometry ( dxa ) using a lunar dpx - l densitometer ( lunar radiation corp .
hip structural analysis ( 15 ) was used to measure hip bone geometry from the dxa scans of the femur narrow neck region .
bmd and bone width ( outer diameter ) were measured directly from mineral mass distributions ( 15 ) .
estimates of mean cortical thickness and endocortical diameter were obtained by modeling the narrow neck region as a circular annulus , which assumes a proportion of cortical / trabecular bone of 60/40 .
the section modulus was calculated as csmi / dmax , where csmi is the cross - sectional moment of inertia and dmax is the maximum distance from the center of mass to the medial or lateral surface .
data on bone geometry and glucose controls were available for 3,339 individuals , including those without diabetes ( n = 2,995 ) , with acd with serum hba1c level < 7.5% ( n = 157 ) , and with icd with serum hba1c level 7.5% ( n = 187 ) .
all events , including fractures and death , were reported by general practitioners in the research area ( covering 80% of the cohort ) by means of a computerized system .
all reported events were verified by two trained research physicians , who independently reviewed and coded the information .
subjects were followed from their baseline visit until 1 january 2007 or until a first fracture or death occurred , resulting in a mean fracture follow - up of 12.2 years ( sd = 4.2 years ) .
mean differences in continuous baseline characteristics , bmd , and geometry parameters were tested in models adjusted for age , sex , height , and weight using anova and ( post hoc ) independent - samples t test of subgroups .
cox proportional hazard regression models were used to estimate the risk of fracture in a model adjusted for sex , age , height , and weight .
potential confounders were tested by adding them to the models , including serum creatinine , serum insulin , use of diuretics , systemic corticosteroid use , alcohol intake , smoking status , and falling frequency , in the year preceding the baseline visit .
we evaluated if the change in effect estimate was 10% or more and if statistical significance was lost .
the role of antidiabetic medication use was evaluated in a sensitivity analysis by running the regression model after excluding individuals who were using antidiabetic medication .
s - plus software was used to generate kaplan - meier curves and to test for the proportionality of hazards . if not stated otherwise , spss 15.0 was used for the analyses .
the medical ethics committee of the erasmus medical center has approved the rotterdam study , and informed consent was obtained from all participants .
the rotterdam study is a prospective , population - based cohort studying the determinants of chronic diseases and disability in dutch men and women .
the study targets investigations on endocrine diseases such as osteoporosis and diabetes , among others . in short ,
all inhabitants 55 years of age and over of the ommoord district in the city of rotterdam in the netherlands were invited to participate from january 1990 onwards ( response rate 78% ) . between 1990 and 1993 , a baseline home interview on medical history , risk factors for chronic diseases and medication use , and information on age at menopause was taken by trained interviewers .
a faller was defined as an individual with a history of one , two , or more falls without precipitating trauma ( e.g. , car accident or sport injury ) in the 12 months preceding the baseline interview . falling frequency at baseline
was recorded as never , less than once a month , and more than once a month .
follow - up data were collected using a different questionnaire at the second and third follow - up .
a trained dietitian used an extensive , validated , semiquantitative food - frequency questionnaire to assess alcohol intake , which was reported in standard alcoholic drinks ( 9.8625 g/12.5 cc of alcohol ) per day .
subsequently , participants were invited to the research center for clinical examination . during the baseline visit , height and weight
information on medication use included the use of antidiabetic medication , diuretics , hormonal replacement therapy , and systemic corticosteroids .
serum insulin and sex steroids ( including testosterone , e1 , e2 , sex hormone  binding globulin , and dehydroepiandrosterone sulfate ) levels were determined in plasma samples using radioimmunoassays purchased from diagnostic systems laboratories , inc .
( webster , tx ) and medgenix diagnostics ( brussels , belgium ) , respectively .
fructosamine serum levels were measured by colorimetry and reported in micromoles per liter ; fructosamine measurements in the rotterdam study had an interassay coefficient of variation ( cv ) of 3.0 ( 10 ) .
hba1c was computed at baseline from fructosamine levels using the following formula as described previously ( 11 ) : hba1c = 0.017  fructosamine ( mol / l ) + 1.61 .
all participants , except those on antidiabetic medication , underwent an oral glucose tolerance test ( ogtt ) with a 37.5% oral glucose solution ( 75 g of glucose ) in a nonfasting state .
diabetes was defined as antidiabetic medication use or a preload or postload serum glucose level > 11.1 mmol / l .
medical profiles were checked to exclude type 1 diabetes subjects ( e.g. , restriction to those who reported having diabetes at or after 30 years of age ) ( 7 ) . of the 4,135 included participants , 420 ( 10.2% )
were classified as having type 2 diabetes at baseline according to both ogtt ( n = 250 ) and antidiabetic medication use ( n = 170 , of which 39 were exogenous insulin users ) .
inadequate glucose control in diabetes was defined as a serum hba1c level 7.5% ( 58 mmol / mol ) measured at baseline . this way , three comparison groups were defined , including no diabetes ( nd ; n = 3,715 ) , adequately controlled diabetes ( acd ) with serum hba1c level < 7.5% ( n = 203 ) , and inadequately controlled diabetes ( icd ) with serum hba1c level 7.5% ( n = 217 ) .
in addition , impaired glucose tolerance was defined as having a preload or postload ogtt serum glucose from 7.8 to 11.1 mmol / l .
visual acuity was measured at a 3-m distance using the lighthouse distance visual acuity test , which is a modified early treatment diabetic retinopathy study chart ( 12 ) .
for best - corrected visual acuity ( bcva ) , optimal refraction was obtained subjectively after objective autorefraction ( topcon rm - a2000 ; topcon optical company , tokyo , japan ) .
after pharmacologic mydriasis , participants underwent fundus photography , covering a 35 field centered on the macula of both eyes . for the assessment of visual impairment , two sets of commonly used criteria for categorization of blindness and low vision were applied based on 1 ) world health organization criteria ( 13 ) , with blindness defined as bcva < 0.05 ( snellen , 20/400 ) in the better eye and low vision defined as 0.05 ( 20/400) bcva < 0.3 ( 20/60 ) in the better eye ; and 2 ) the most commonly used criteria in the u.s . defining blindness as bcva
< 0.1 ( 20/200 ) in the better eye and low vision as 0.1 ( 20/200) bcva < 0.5 ( 20/40 ) in the better eye .
retinopathy at baseline was defined as the presence of cotton wool spots , evidence of laser treatment for retinopathy , or the presence of one or more dot / blot hemorrhages or microaneurysms .
femoral neck and lumbar spine bmd was measured by dual - energy x - ray absorptiometry ( dxa ) using a lunar dpx - l densitometer ( lunar radiation corp . ,
hip structural analysis ( 15 ) was used to measure hip bone geometry from the dxa scans of the femur narrow neck region .
bmd and bone width ( outer diameter ) were measured directly from mineral mass distributions ( 15 ) .
estimates of mean cortical thickness and endocortical diameter were obtained by modeling the narrow neck region as a circular annulus , which assumes a proportion of cortical / trabecular bone of 60/40 .
the section modulus was calculated as csmi / dmax , where csmi is the cross - sectional moment of inertia and dmax is the maximum distance from the center of mass to the medial or lateral surface .
data on bone geometry and glucose controls were available for 3,339 individuals , including those without diabetes ( n = 2,995 ) , with acd with serum hba1c level < 7.5% ( n = 157 ) , and with icd with serum hba1c level 7.5% ( n = 187 ) .
all events , including fractures and death , were reported by general practitioners in the research area ( covering 80% of the cohort ) by means of a computerized system .
all reported events were verified by two trained research physicians , who independently reviewed and coded the information .
subjects were followed from their baseline visit until 1 january 2007 or until a first fracture or death occurred , resulting in a mean fracture follow - up of 12.2 years ( sd = 4.2 years ) .
mean differences in continuous baseline characteristics , bmd , and geometry parameters were tested in models adjusted for age , sex , height , and weight using anova and ( post hoc ) independent - samples t test of subgroups .
cox proportional hazard regression models were used to estimate the risk of fracture in a model adjusted for sex , age , height , and weight .
potential confounders were tested by adding them to the models , including serum creatinine , serum insulin , use of diuretics , systemic corticosteroid use , alcohol intake , smoking status , and falling frequency , in the year preceding the baseline visit .
we evaluated if the change in effect estimate was 10% or more and if statistical significance was lost .
the role of antidiabetic medication use was evaluated in a sensitivity analysis by running the regression model after excluding individuals who were using antidiabetic medication .
s - plus software was used to generate kaplan - meier curves and to test for the proportionality of hazards . if not stated otherwise , spss 15.0 was used for the analyses .
on average , individuals with diabetes were older , had a higher bmi , higher serum insulin , and creatinine levels , and used diuretics more frequently than those without diabetes ( nd ) .
individuals classified as icd had the highest insulin levels and highest frequency of retinopathy and used antidiabetic medication more frequently . in female participants ,
the age at menopause , frequency of hormone replacement therapy , and serum sex steroid levels did not differ significantly between women in any of the comparison groups ( data not shown ) .
baseline characteristics of study participants stratified by comparison group overall , participants with diabetes had a higher bmd than those without diabetes at the lumbar spine and femoral neck ( table 1 ) .
icd had between 1.1 and 5.6% higher bmd ( g / cm ) at both the femoral neck ( 0.89 ) and lumbar spine ( 1.14 ) as compared with the acd group ( femoral neck , 0.88 , p = 0.26 ; lumbar spine , 1.10 , p = 0.02 ) and nd ( femoral neck , 0.86 , p = 0.00006 ; lumbar spine , 1.08 , p = 0.00003 ) .
in addition , bone geometry parameters of the narrow neck region assessed in a subset of the sample ( n = 3,319 ) were studied across glucose - control comparison groups ( table 2 ) . as expected from the results from the lumbar spine and the femoral neck region , the mean narrow neck bmd ( g / cm ) was also
as compared with nd , individuals with icd had 5.6% thicker cortices than the nd group ( p = 0.00002 ) and 4.6% thicker cortices than the acd group ( p = 0.02 ) .
no significant difference in cortical thickness was observed between the nd and acd groups ( p = 0.48 ) .
differential effects were also seen for neck width , where individuals with icd had 1.8% narrower femoral necks than the nd group ( p = 0.0004 ) and 1.2% narrower femoral necks than the acd group , although the latter difference did not achieve statistical significance ( p = 0.10 ) .
the narrow neck width in individuals with acd showed no significant differences from those observed in the nd group .
no significant differences in bending strength ( section modulus ) were observed across comparison groups .
in contrast , narrower necks with thicker cortices suggest higher cortical bone stability ( lower buckling ratios ) , and icd individuals had 6.8% significantly lower buckling ratios ( higher cortical bone stability ) than those observed in individuals from the acd ( p = 0.005 ) and nd groups ( p = 0.0001 ) . to further evaluate the relationship between cortical thickness , femoral neck width , and glucose control
the observed differences were particularly prominent in the oldest tertile , where individuals with icd had 8.1% thicker cortices than nd individuals ( p = 0.001 ) and 9.3% thicker than acd individuals ( p = 0.08 ) .
similarly , the neck width of icd individuals in this older tertile had 2.5% narrower necks than nd individuals ( p = 0.003 ) and , though not statistically significant , 1.2% narrower necks than acd individuals ( p = 0.31 ) .
hip structural analysis ( bone geometry ) parameters stratified by glucose control groups adjusted means of narrow neck width ( a ) and cortical thickness ( b ) in relation to glucose control by age tertiles : youngest , 55.063.6 years of age ; middle , 63.671.4 years of age ; oldest , > 71.4 years of age .
kaplan - meier curve per comparison group showing the adjusted cumulative hazards for fracture using follow - up time as timescale ( c ) .
cox proportional hazard model : icd vs. no diabetes hr 1.47 ( 95% ci 1.121.92 ) , p = 0.005 ; acd vs. no diabetes hr 0.91 ( 0.671.23 ) , p = 0.54 .
cumulative hr adjusted for femoral neck bmd , age , sex , height , and weight .
light gray , nd ; dark gray or dashed , acd ; black , icd . tables 3 and 4 show the site - specific fracture incidence rates and hazard ratios ( hrs ) stratified by glucose control . during follow - up , 1,068 subjects experienced at least one incident fracture , including 253 individuals presenting with a hip fracture and 257 individuals with a wrist fracture .
individuals in the icd group had an increased fracture risk compared with acd ( hr 1.62 [ 95% ci 1.092.40 ] ) and nd ( 1.47 [ 1.121.92 ] ) , whereas those with acd had an hr of 0.91 ( 0.671.23 ) as compared with nd .
the analysis of fracture subtypes showed a similar trend for wrist ( colles distal forearm ) fracture as that observed for all types of fracture , whereas the pattern for hip fracture risk was inconsistent ( tables 3 and 4 ) .
site - specific fracture incidence rates stratified by glucose control groups hrs stratified by glucose control groups even though mean bmd was higher in individuals with diabetes , being the highest in the icd group , lower femoral neck bmd was significantly associated with increased fracture risk across all study groups : nd ( hr 1.60 per sd decrease [ 95% ci 1.461.75 ] ) , acd ( hr 2.72 per sd decrease [ 1.764.20 ] ) , and icd ( 1.54 [ 1.112.14 ] ) . these analyses and those with correction for bmd described before suggest that the icd group tends to fracture at a higher bmd than the acd group
. we tested for sex interaction and found that the increase in fracture risk was significantly stronger in women ( p = 0.02 ) : icd vs. acd ( hr women 2.08 [ 1.313.30 ] ; hr men 0.72 [ 0.331.56 ] ) ; icd vs. nd ( hr women 1.64 [ 1.202.22 ] ; hr men 1.09 [ 0.621.92 ] ) .
the effect of inadequate glucose control on fracture risk , bmd , or bone geometry was not essentially changed by any of the confounders tested .
for example , falling more than once a month was independently and highly significantly associated with fracture risk ( hr 1.80 [ 95% ci 1.182.74 ] ) as expected , but when added to the model , the risk estimates for the diabetes comparison groups remained similar ( icd vs. acd effect estimate 0.9% and icd vs. nd effect estimate 1.4% ) . also ,
serum creatinine as a measure of kidney function was independently significantly associated with fracture risk ( hr 0.89 per sd increase in serum creatinine [ 0.810.98 ] ) , but when added to the model , the estimates for the diabetes comparison groups remained statistically significant and essentially the same magnitude ( icd vs. acd effect estimate + 2.0% and icd vs. nd effect estimate 6.4% ) .
the elevated hr for fracture risk in the inadequately controlled group remained after excluding individuals who were using antidiabetic medication .
in addition , further adjustment of the analyses for serum insulin levels in a subset of the study population did not essentially alter the effect estimates . finally , according to the classification used in de liefde et al .
( 7 ) , we examined the group without diabetes classified by the presence of impaired glucose tolerance ( preload or postload ogtt serum glucose from 7.8 to 11.1
in contrast , individuals without diabetes and an impaired glucose tolerance test had 0.80 ( 95% ci 0.660.97 ) decreased risk for any type of fracture as compared with individuals without diabetes and no impaired glucose tolerance , a finding that requires further evaluation in future studies .
on average , individuals with diabetes were older , had a higher bmi , higher serum insulin , and creatinine levels , and used diuretics more frequently than those without diabetes ( nd ) .
individuals classified as icd had the highest insulin levels and highest frequency of retinopathy and used antidiabetic medication more frequently . in female participants ,
the age at menopause , frequency of hormone replacement therapy , and serum sex steroid levels did not differ significantly between women in any of the comparison groups ( data not shown ) .
overall , participants with diabetes had a higher bmd than those without diabetes at the lumbar spine and femoral neck ( table 1 ) .
icd had between 1.1 and 5.6% higher bmd ( g / cm ) at both the femoral neck ( 0.89 ) and lumbar spine ( 1.14 ) as compared with the acd group ( femoral neck , 0.88 , p = 0.26 ; lumbar spine , 1.10 , p = 0.02 ) and nd ( femoral neck , 0.86 , p = 0.00006 ; lumbar spine , 1.08 , p = 0.00003 ) .
in addition , bone geometry parameters of the narrow neck region assessed in a subset of the sample ( n = 3,319 ) were studied across glucose - control comparison groups ( table 2 ) . as expected from the results from the lumbar spine and the femoral neck region , the mean narrow neck bmd ( g / cm ) was also the highest in individuals with icd . as compared with nd ,
individuals with icd had 5.6% thicker cortices than the nd group ( p = 0.00002 ) and 4.6% thicker cortices than the acd group ( p = 0.02 ) .
no significant difference in cortical thickness was observed between the nd and acd groups ( p = 0.48 ) .
differential effects were also seen for neck width , where individuals with icd had 1.8% narrower femoral necks than the nd group ( p = 0.0004 ) and 1.2% narrower femoral necks than the acd group , although the latter difference did not achieve statistical significance ( p = 0.10 ) .
the narrow neck width in individuals with acd showed no significant differences from those observed in the nd group .
no significant differences in bending strength ( section modulus ) were observed across comparison groups . in contrast , narrower necks with thicker cortices suggest higher cortical bone stability ( lower buckling ratios ) , and icd individuals had 6.8% significantly lower buckling ratios ( higher cortical bone stability ) than those observed in individuals from the acd ( p = 0.005 ) and nd groups ( p = 0.0001 ) . to further evaluate the relationship between cortical thickness , femoral neck width , and glucose control , we examined the relationship across age tertiles ( fig .
the observed differences were particularly prominent in the oldest tertile , where individuals with icd had 8.1% thicker cortices than nd individuals ( p = 0.001 ) and 9.3% thicker than acd individuals ( p = 0.08 ) .
similarly , the neck width of icd individuals in this older tertile had 2.5% narrower necks than nd individuals ( p = 0.003 ) and , though not statistically significant , 1.2% narrower necks than acd individuals ( p = 0.31 ) .
hip structural analysis ( bone geometry ) parameters stratified by glucose control groups adjusted means of narrow neck width ( a ) and cortical thickness ( b ) in relation to glucose control by age tertiles : youngest , 55.063.6 years of age ; middle , 63.671.4 years of age ; oldest , > 71.4 years of age .
kaplan - meier curve per comparison group showing the adjusted cumulative hazards for fracture using follow - up time as timescale ( c ) .
cox proportional hazard model : icd vs. no diabetes hr 1.47 ( 95% ci 1.121.92 ) , p = 0.005 ; acd vs. no diabetes hr 0.91 ( 0.671.23 ) , p = 0.54 .
cumulative hr adjusted for femoral neck bmd , age , sex , height , and weight .
light gray , nd ; dark gray or dashed , acd ; black , icd .
tables 3 and 4 show the site - specific fracture incidence rates and hazard ratios ( hrs ) stratified by glucose control . during follow - up , 1,068 subjects experienced at least one incident fracture , including 253 individuals presenting with a hip fracture and 257 individuals with a wrist fracture .
individuals in the icd group had an increased fracture risk compared with acd ( hr 1.62 [ 95% ci 1.092.40 ] ) and nd ( 1.47 [ 1.121.92 ] ) , whereas those with acd had an hr of 0.91 ( 0.671.23 ) as compared with nd .
the analysis of fracture subtypes showed a similar trend for wrist ( colles distal forearm ) fracture as that observed for all types of fracture , whereas the pattern for hip fracture risk was inconsistent ( tables 3 and 4 ) .
site - specific fracture incidence rates stratified by glucose control groups hrs stratified by glucose control groups even though mean bmd was higher in individuals with diabetes , being the highest in the icd group , lower femoral neck bmd was significantly associated with increased fracture risk across all study groups : nd ( hr 1.60 per sd decrease [ 95% ci 1.461.75 ] ) , acd ( hr 2.72 per sd decrease [ 1.764.20 ] ) , and icd ( 1.54 [ 1.112.14 ] ) . these analyses and those with correction for bmd described before suggest that the icd group tends to fracture at a higher bmd than the acd group .
we tested for sex interaction and found that the increase in fracture risk was significantly stronger in women ( p = 0.02 ) : icd vs. acd ( hr women 2.08 [ 1.313.30 ] ; hr men 0.72 [ 0.331.56 ] ) ; icd vs. nd ( hr women 1.64 [ 1.202.22 ] ; hr men 1.09 [ 0.621.92 ] ) .
the effect of inadequate glucose control on fracture risk , bmd , or bone geometry was not essentially changed by any of the confounders tested .
for example , falling more than once a month was independently and highly significantly associated with fracture risk ( hr 1.80 [ 95% ci 1.182.74 ] ) as expected , but when added to the model , the risk estimates for the diabetes comparison groups remained similar ( icd vs. acd effect estimate 0.9% and icd vs. nd effect estimate 1.4% ) .
also , serum creatinine as a measure of kidney function was independently significantly associated with fracture risk ( hr 0.89 per sd increase in serum creatinine [ 0.810.98 ] ) , but when added to the model , the estimates for the diabetes comparison groups remained statistically significant and essentially the same magnitude ( icd vs. acd effect estimate + 2.0% and icd vs. nd effect estimate 6.4% ) .
the elevated hr for fracture risk in the inadequately controlled group remained after excluding individuals who were using antidiabetic medication .
in addition , further adjustment of the analyses for serum insulin levels in a subset of the study population did not essentially alter the effect estimates . finally , according to the classification used in de liefde et al .
( 7 ) , we examined the group without diabetes classified by the presence of impaired glucose tolerance ( preload or postload ogtt serum glucose from 7.8 to 11.1
in contrast , individuals without diabetes and an impaired glucose tolerance test had 0.80 ( 95% ci 0.660.97 ) decreased risk for any type of fracture as compared with individuals without diabetes and no impaired glucose tolerance , a finding that requires further evaluation in future studies .
to our knowledge , this is the first study examining glucose control in subjects with type 2 diabetes in relation to bmd , bone geometry parameters , and fracture risk .
icd individuals have higher bmd at the lumbar spine and femoral neck , with thicker cortices and smaller bone diameter at the femoral neck .
this hip bone geometry configuration results in lower estimates of femoral narrow neck instability and no differences in bending strength .
icd individuals present stronger geometry associated with a lower risk of fracture ( 16,17 ) .
however , we found that icd individuals have an increased fracture risk compared with individuals with acd and individuals without diabetes .
this association did not seem to be influenced by potential confounders or arising from diabetes complications ( extraskeletal risk factors ) , such as risk of falling at baseline or decline in renal function , nor by the use of systemic corticosteroids or diuretics .
the discrepancy between bmd and geometrical findings with fracture incidence observed here could be attributed to a weaker material causing failure at lower stress or biomechanical skeletal properties , which can not be detected by dxa assessments .
first , this is a large , prospective , population - based study including 4,135 participants with long and comprehensive follow - up of more than 12 years on average .
second , we had various covariables available for analyses , including the fracture incidence , bone geometry parameters at baseline , and various other determinants of fractures .
third , the classification of type 2 diabetes was robustly determined , taking into account ogtt and antidiabetic medication use .
the age of onset of diabetes was unknown , and we can not be sure about the duration of the glucose control assessment beyond the 34 months around the fructosamine measurement . similarly , deriving hba1c from fructosamine may result in a somewhat different classification of glycemic control .
yet , it has been shown that fructosamine is as , or even more , strongly associated with microvascular conditions than hba1c , with excellent assay reliability ( 10,18 ) .
in addition , hip structural properties and risk of falling during follow - up were assessed with different methods than at baseline , so we were less able to infer relationships with incident fractures that occurred many years after the baseline visit .
falling risk is a potential confounder because patients with diabetes have an increased risk of falling ( 19 ) .
we showed that the risk of falling at baseline does not explain the association with increased fracture risk .
nevertheless , we can not exclude that during follow - up , falling frequency and subsequent fracture risk can increase as a consequence of diabetes complications ( i.e. , retinopathy or neuropathy ) , which we show is higher in the inadequately controlled group of individuals with diabetes . alternatively , insulin users with low hba1c levels are reported to fall more , likely as a consequence of hypoglycemia ( 20 ) .
we propose that even with a similar risk for falling , individuals in the icd group would have ( when falling ) a higher propensity to fracture given their unfavorable skeletal properties .
interestingly , icd individuals actually seem to have a stronger bone geometry , which would protect against fractures .
unfortunately , no bone geometry parameters for sites other than the femoral neck were available in our study , nor did we have access to techniques , such as peripheral quantitative computed tomography ( pqct ) scanning , that allow a three - dimensional assessment of bone structure and microarchitecture .
others have shown before that bone strength in patients with type 2 diabetes may be compromised despite a higher bmd ( 2123 ) and particularly as a result of altered adaptation to loading ( 21 ) .
sex - specific differences may exist , reflecting differential patterns of bone apposition between sexes ( bone dimorphism ) .
a direct interaction between estradiol and igf - i in the determination of periosteal apposition has been proposed , ( 24 ) and serum igf - i levels are negatively associated with increased risk for prevalent vertebral fractures in postmenopausal women but not in men with type 2 diabetes ( 25 ) . yet , our sex - specific analyses are restricted because of a lower power setting in men , partly due to survival bias and lower incidence of fractures . a final caveat to bear in mind in relation to the applicability of our findings
some studies evaluated the relationship between glycemic control and fracture risk and found conflicting results ( 2630 ) .
( 27 ) in 3,654 australian middle - aged subjects found that fasting blood glucose > 7 mmol / l , disease duration > 10 years , insulin treatment , and the presence of diabetic retinopathy were associated with increased risk of all fractures . on the other hand , melton et al .
( 29 ) found no association of fracture risk with baseline fasting plasma glucose level , yet the follow - up time was limited .
none of these studies measured hba1c ( a better indicator of diabetes control ) , which correlates strongly with disease severity . in a study in japanese men , kanazawa et al .
( 28 ) found that obese individuals with hba1c > 9 and higher bmd had three times increased risk of vertebral fracture than nonobese men with diabetes . in another study ,
forsn et al . ( 26 ) used a similarly high cutoff of hba1c > 9.5 for diabetic subjects from a large norwegian population ( n = 35,444 ) and found no association . yet , they did find that fracture risk was higher in subjects with disease duration > 5 years and being treated with insulin .
( 30 ) to define poor glycemic control for patients with diabetes , in a study in 3,075 older white and black adults from the health abc study .
individuals with diabetes had 1.6 increased risk of fracture ( after correction for bmd and fracture risk factors ) , but when comparing diabetes patients with and without fractures , poor glycemic control , longer disease duration , and insulin use were not significantly different .
therefore , different hba1c thresholds can make a difference in the definition of glucose control and the relationship with fracture . in our study , we used a 7.5% cutoff ( closest to the median / mean hba1c in our data ) , which has been proposed for patients of old age ( mean age in our study was 69 years ) , those with comorbidities , and those with established cardiovascular complications ( 31 ) , in line with the established relationship between diabetes control , ( cardiovascular ) complications , and mortality ( 32 ) .
our data on hip bone geometry show how individuals with icd have persistently thicker cortices than those with nd and acd ( fig .
, a lesser tendency to undergo physiological bone expansion ( periosteal apposition ) is also inferred from narrower bone diameters in individuals with icd . a recent study by burghardt et al .
( 33 ) , using high - resolution pqct , reported that the cortical porosity in type 2 diabetic patients was up to twice that of controls .
( 34 ) , where impaired bone remodeling is suggested by a lack of cortical thinning , with consequent lack of compensatory bone expansion . since such differences in geometry are accentuated at older ages , we postulate that an accumulation of microcracks and/or cortical porosity in time may well be the consequence of impaired bone repair or decreased bone remodeling . taken together , these results suggest an inefficient redistribution of bone in icd . this configuration can predispose individuals with icd to increased bone fragility as a result of increased microcracks and/or cortical porosity .
additional studies using high - resolution pqct to evaluate bone properties in type 2 diabetes while considering glucose control are thus warranted .
cartoon depicting the differences in bone geometry across glucose control groups for a cross - section of the femoral neck .
individuals with icd have thicker cortices and narrower neck width than those without diabetes and acd . with lower instability of cortical bone ( lower buckling ratios ) , the accumulation of microcracks and cortical
nevertheless , it can be hypothesized that the following factors may play a role : the accumulation of advanced glycation end products ( 35 ) , impaired bone healing ( 36 ) , altered body composition ( e.g. , sarcopenia ) ( 37 ) , and increased production of nonenzymatic cross - links within collagen fibers negatively influencing bone matrix properties ( 38 ) , among others .
probably both osteoclastic ( 39 ) and osteoblastic ( 40 ) cell lineages are compromised , knowing that bone remodeling involves both bone resorption and formation .
from this perspective , the narrower neck width observed in icd may well reflect alterations in the differentiation and/or function of the osteoblastic lineage .
considering the known anabolic effects of igf - i and insulin on bone and periosteal expansion ( 4143 ) , it can be expected that the altered insulin  igf - i  growth hormone axis ( lower bioavailability of igf - i ) present in icd ( 4446 ) may also contribute to the observed geometrical alterations we observed .
also , follow - up studies focusing on the actual metabolic pathways involved in such mechanisms are thus needed .
our findings indicate that the detrimental effects of chronically elevated glucose levels on bone should be added to the more well - known complications of inadequately regulated diabetes , such as retinopathy , nephropathy , and micro- and macrocardiovascular disease .
furthermore , a high bmd in those with icd may in fact reflect a skeletal complication of the disease .
if so , evaluation of bmd and the most commonly used clinical risk factors might be inadequate for predicting fracture risk in those with icd , who ( due to their high bmd ) are unlikely to be diagnosed with osteoporosis and increased risk of fracture . similarly , our data showed that individuals with type 2 diabetes who are adequately controlled have a similar fracture risk as nd .
this indicates that the first line of action for fracture prevention in diabetes is targeting adequate glycemic control .
however , results from a randomized trial published very recently did not find changes in fracture or fall risk between standard glycemia and intensive glycemia ( 47 ) . nevertheless , the average follow - up until now was merely 3.8 ( sd 1.3 ) years , so inference of long - term effects , i.e. , from long - standing control and diminishing carryover of pretreatment glycemic exposure , is not yet possible .
type 2 diabetes can seriously affect the patient s quality of life , especially in the presence of diabetes - related complications ( 48 ) .
bone fractures occurring on top of these altered conditions might further increase the health burden already observed in individuals with inadequate glucose control of their diabetes .
randomized controlled trials could reveal if certain antidiabetic drugs associated with increased risk of fracture ( i.e. , thiazolidinediones ) are cases of confounding by indication ( inadequate glucose control ) ( 49 ) , or alternatively , if skeletal - specific interventions to activate remodeling ( e.g. , vibration plate ) could indeed benefit the bone health of individuals with diabetes . increased fracture risk in type 2 diabetes is driven by poor glycemic control and occurs in the presence of higher bmd and thicker femoral cortices in narrower bones .
we postulate that fragility in the apparently strong bones of those with icd can be the consequence of an accumulation of microcracks ( cortical porosity ) that reflect sustained impairment of bone repair .
we recommend that fracture risk assessments in icd should not be based on bmd alone , since high bmd could actually reflect a complication of inadequate glycemic control .
a reassessment of risk factors ( particularly bmd ) is needed for the prevention of this skeletal complication in icd .
finally , the maintenance of more stringent parameters of glycemic control can emerge as the first line of action to prevent fractures and their subsequent deleterious consequences on the quality of life of individuals with diabetes .
 objectiveindividuals with type 2 diabetes have increased fracture risk despite higher bone mineral density ( bmd ) . our aim was to examine the influence of glucose control on skeletal complications.research design and methodsdata of 4,135 participants of the rotterdam study , a prospective population - based cohort , were available ( mean follow - up 12.2 years ) . at baseline , 
 420 participants with type 2 diabetes were classified by glucose control ( according to hba1c calculated from fructosamine ) , resulting in three comparison groups : adequately controlled diabetes ( acd ; n = 203 ; hba1c < 7.5% ) , inadequately controlled diabetes ( icd ; n = 217 ; hba1c 7.5% ) , and no diabetes ( n = 3,715 ) . models adjusted for sex , age , height , and weight ( and femoral neck bmd ) were used to test for differences in bone parameters and fracture risk ( hazard ratio [ hr ] [ 95% ci]).resultsthe icd group had 1.15.6% higher bmd , 4.65.6% thicker cortices , and 1.2 to 1.8% narrower femoral necks than acd and nd , respectively . 
 participants with icd had 4762% higher fracture risk than individuals without diabetes ( hr 1.47 [ 1.121.92 ] ) and acd ( 1.62 [ 1.092.40 ] ) , whereas those with acd had a risk similar to those without diabetes ( 0.91 [ 0.671.23]).conclusionspoor glycemic control in type 2 diabetes is associated with fracture risk , high bmd , and thicker femoral cortices in narrower bones . 
 we postulate that fragility in apparently  
 strong  bones in icd can result from microcrack accumulation and/or cortical porosity , reflecting impaired bone repair . 
RESEARCH DESIGN AND METHODS
Ethics statement
The Rotterdam Study
Laboratory investigations
Assessment of type 2 diabetes
Ophthalmic examinations
BMD and hip structural analysis
Incident fracture assessment
Statistical analysis
RESULTS
Baseline characteristics by status of glycemic control
Association with BMD and hip bone geometry
Fracture-free survival analysis
CONCLUSIONS