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Table 1 Weighted participant characteristics based on the quartiles of Frailty Index in cross-sectional study

From: The association of body roundness index and body mass index with frailty and all-cause mortality: a study from the population aged 40 and above in the United States

Characteristics

Total

[0.10,0.743]

(N = 15,157)

Quartiles 1

[0.10,0.107]

(N = 3,775)

Quartiles 2

(0.107,0.166]

(N = 3,737)

Quartiles 3

(0.166,0.249]

(N = 3,840)

Quartiles 4

(0.249,0.743]

(N = 3,805)

P-value

Frailty, n (%)

     

< 0.0001

No

9856(68.71)

3775(100.00)

3737(100.00)

2344(61.22)

0(0.00)

 

Yes

5301(31.29)

0(0.00)

0(0.00)

1496(38.78)

3805(100.00)

 

Age(years), Mean (S.E.)

64.51(0.16)

64.13(0.22)

65.02(0.23)

65.17(0.25)

63.66(0.29)

< 0.0001

BRI, Median (IQR)

5.63(4.40,7.17)

5.01(3.99,6.25)

5.47(4.40,6.79)

5.97(4.67,7.55)

6.45(5.05,8.36)

< 0.0001

BMI, Median (IQR)

28.50(25.02,32.93)

27.14(24.02,30.81)

28.24(25.07,32.07)

29.13(25.49,33.72)

30.36(26.11,35.68)

< 0.0001

Sex, n (%)

     

< 0.0001

Female

7669(54.12)

1681(47.93)

1821(51.59)

1976(56.41)

2191(62.41)

 

Male

7488(45.88)

2094(52.07)

1916(48.41)

1864(43.59)

1614(37.59)

 

Race/Ethinicity, n (%)

     

< 0.0001

Mexican American

2012(4.53)

550(4.21)

482(4.19)

486(4.30)

494(5.57)

 

Non-Hispanic Black

3092(9.29)

600(5.72)

757(8.37)

845(10.48)

890(13.56)

 

Non-Hispanic White

7589(76.68)

1941(81.10)

1914(79.22)

1923(75.66)

1811(69.18)

 

Other Hispanic

1311(3.70)

335(3.20)

301(3.26)

320(3.68)

355(4.89)

 

Other Race - Including Multi-Racial

1153(5.81)

349(5.76)

283(4.96)

266(5.87)

255(6.80)

 

Educational level, n (%)

     

< 0.0001

No college

8265(44.80)

1751(36.07)

1887(40.83)

2207(48.25)

2420(56.73)

 

College or equivalent

6892(55.20)

2024(63.93)

1850(59.17)

1633(51.75)

1385(43.27)

 

Marital status, n (%)

     

< 0.0001

No married

1049(5.94)

218(4.89)

246(5.71)

269(6.23)

316(7.21)

 

Divorced or separated or widowed

5262(30.45)

1033(23.31)

1175(27.17)

1423(33.47)

1631(40.01)

 

Already married or cohabitation

8846(63.62)

2524(71.79)

2316(67.12)

2148(60.29)

1858(52.78)

 

PIR, n (%)

     

< 0.0001

<1.3

4441(19.60)

780(11.89)

843(13.23)

1181(21.95)

1637(34.37)

 

1.3–3.5

5565(36.06)

1339(31.12)

1415(35.98)

1431(37.60)

1380(40.68)

 

>3.5

3784(36.43)

1313(49.14)

1151(43.13)

878(32.05)

442(17.20)

 

Not report

1367(7.91)

343(7.85)

328(7.67)

350(8.41)

346(7.74)

 

Drinking status, n (%)

     

< 0.0001

Never drinked

2284(12.11)

551(11.74)

549(11.42)

581(12.69)

603(12.77)

 

Former drinker

3513(19.92)

644(12.91)

756(17.29)

977(23.59)

1136(27.83)

 

Current drinker

8215(60.97)

2348(69.21)

2153(65.00)

1979(56.45)

1735(50.76)

 

Not report

1145(7.00)

232(6.14)

279(6.29)

303(7.28)

331(8.64)

 

Smoking status, n (%)

     

< 0.0001

Never smoked

7094(46.86)

1951(53.02)

1884(49.58)

1744(44.92)

1515(37.98)

 

Former smoker

5356(35.70)

1255(33.00)

1321(37.02)

1424(37.86)

1356(35.12)

 

Current smoker

2707(17.44)

569(13.98)

532(13.40)

672(17.22)

934(26.90)

 

Physical activity (MET, minutes/week), n (%)

     

< 0.0001

<700

3439(23.51)

880(24.46)

866(23.80)

933(24.79)

760(20.54)

 

700–2400

3250(22.97)

953(26.09)

915(25.86)

805(22.52)

577(16.08)

 

>=2400

3252(23.80)

1079(31.46)

904(26.35)

741(20.39)

528(14.84)

 

Not report

5216(29.72)

863(17.99)

1052(23.99)

1361(32.29)

1940(48.55)

 

Energy intake (Kcal/Day), n (%)

     

< 0.0001

Low

7816(47.87)

1816(44.03)

1903(47.35)

1998(48.18)

2099(53.00)

 

High

6690(48.97)

1816(53.30)

1686(50.08)

1688(48.86)

1500(42.30)

 

Not report

651(3.16)

143(2.67)

148(2.57)

154(2.96)

206(4.71)

 

Hyperlipidemia, n (%)

     

< 0.001

No

2612(16.06)

764(18.53)

669(16.28)

644(15.52)

535(13.25)

 

Yes

12,545(83.94)

3011(81.47)

3068(83.72)

3196(84.48)

3270(86.75)

 

Liver problem, n (%)

     

< 0.0001

No

14,252(94.08)

3672(97.53)

3582(95.62)

3596(93.68)

3402(88.33)

 

Yes

905(5.92)

103(2.47)

155(4.38)

244(6.32)

403(11.67)

 

Arthritis, n (%)

     

< 0.0001

No

7585(47.62)

2969(74.32)

2057(48.26)

1560(37.41)

999(24.46)

 

Yes

7572(52.38)

806(25.68)

1680(51.74)

2280(62.59)

2806(75.54)

 

CKD, n (%)

     

< 0.0001

No

10,314(72.33)

3077(83.56)

2736(77.02)

2423(67.11)

2078(58.31)

 

Yes

4843(27.67)

698(16.44)

1001(22.98)

1417(32.89)

1727(41.69)

 

Thyroid problem, n (%)

     

< 0.0001

No

12,715(81.47)

3520(91.34)

3180(81.93)

3125(77.47)

2890(72.88)

 

Yes

2442(18.53)

255(8.66)

557(18.07)

715(22.53)

915(27.12)

 

Cancer, n (%)

     

< 0.0001

No

12,473(79.68)

3454(89.38)

3064(78.52)

3012(74.63)

2943(74.42)

 

Yes

2684(20.32)

321(10.62)

673(21.48)

828(25.37)

862(25.58)

 

DM, n (%)

     

< 0.0001

No

10,466(74.91)

3338(91.73)

2754(79.31)

2425(67.92)

1949(56.16)

 

Yes

4691(25.09)

437(8.27)

983(20.69)

1415(32.08)

1856(43.84)

 

CVD, n (%)

     

< 0.0001

No

11,824(79.83)

3651(96.85)

3278(87.30)

2829(74.77)

2066(54.96)

 

Yes

3333(20.17)

124(3.15)

459(12.70)

1011(25.23)

1739(45.04)

 

Hypertension, n (%)

     

< 0.0001

No

4970(36.69)

1996(57.27)

1250(36.24)

990(28.44)

734(20.39)

 

Yes

10,187(63.31)

1779(42.73)

2487(63.76)

2850(71.56)

3071(79.61)

 
  1. Notes: SE, standard error; PIR, poverty-to-income ratio; MET, metabolic equivalent; CKD, and cancer. DM, diabetes; CVD, cardiovascular disease; CKD, chronic kidney disease; BRI, body roundness index; BMI, body mass index