| Literature DB >> 28369534 |
Chih-Cheng Hsu1,2, Hsing-Yi Chang1, I-Chien Wu1, Chu-Chih Chen1, Hui-Ju Tsai1,3, Yen-Feng Chiu1, Shu-Chun Chuang1, Wei-Chi Hsiung4, Tsung-Lung Tsai5, Wen-Jin Liaw6, I-Ching Lin7,8, Shi-Chen Shen9, Chung-Chou Juan10, Li-Ming Lien11,12, Marion Lee13, Yii-Der Ida Chen14, Kiang Liu15, Chao A Hsiung1.
Abstract
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Year: 2017 PMID: 28369534 PMCID: PMC5837206 DOI: 10.1093/ije/dyw331
Source DB: PubMed Journal: Int J Epidemiol ISSN: 0300-5771 Impact factor: 7.196
Figure 1.Map of participating sites in the HALST.
Figure 2.Selection flow chart for the HALST participants.
Measurements in the Healthy Aging Longitudinal Study in Taiwan (HALST)
| Type | Measures | Instruments |
|---|---|---|
| Questionnaires | Physical functioning | Barthel Index, Lawton-Brody IADL Scale |
| Frailty | CHS frailty phenotype, the Edmonton frail scale, CSHA-CFA, SOF | |
| Cognitive function | MMSE | |
| Mental health | 20-item CES-D | |
| Health-related quality of life | SF-12 | |
| Diet assessment | FFQ | |
| Others: evaluation of general conditions, social demography, health conditions, geriatric conditions (fall, pain), chronic disease risk factor, sleep, use of healthcare, lifestyle (smoking, alcohol, betel, physical activity, nutritional supplements) and family history of chronic diseases | ||
| Physical assessment | Performance-based measures | Peak flow test, grip strength, SPPB |
| Examinations | Anthropometry | Height and weight, and hip circumference |
| Brief physical examination | ||
| Lower extremity function | Single-leg stand test, timed up-and-go test, 6-min walk | |
| Cardiovascular function | Blood pressure, heart rate, electrocardiogram, ankle-brachial index measurement, heart rate variability | |
| Cognitive function | Digit symbol substitution test, clock drawing test | |
| Vision | Visual acuity | |
| Mental health | PRIME-MD | |
| Questionnaires | Clinical assessment of cardiovascular symptoms | Rose questionnaire, TIA questionnaire |
| Other: vision, hearing, incontinence | ||
| Blood tests | Routine biochemistry | Cholesterol, triglyceride, HDLC, LDLC, globulin, albumin, total protein, AST, ALT, GGT, insulin, glucose, creatinine, BUN, uric acid |
| Haematology | HbA1c, complete blood count (RBC, WBC, platelet), haemoglobin, HCT, MCV, MCH, MCHC, differential count of WBC | |
| Inflammation-related | High-sensitivity CRP (hsCRP), intact PTH, ionized calcium, vitamin B12, folic acid | |
| Hepatitis virus titre | HBsAg, Anti-HCVAb | |
| Coagulation factor | D-dimer, fibrinogen | |
| DNA | Genes associated with ageing (SNPs) | |
| Other | IL-6, TNF-R1, IGF-1, sIL-6r, vitamin D | |
| Urine test | Routine urinalysis | Colour, clarity, specific gravity, pH, glucose, protein, occult blood, urobilinogen, bilirubin, nitrite, ketone body, RBC, WBC, epithelial cells, casts, crystals, bacteria, parasites, urinary albumin, urine creatinine, leukocyte esterase |
| Questionnaires | Self-rated health status, physical functioning, pain, weight changes, smoking, physical activity, vision, falls and fractures, depressive symptoms, new events and health conditions, specific examinations and surgeries | BSRS-5 |
IADL, Instrumental Activity of Daily Living; CHS, Cardiovascular Health Study; CSHA-CFA, Chinese-Canadian Study of Health and Ageing Clinical Frailty scale physical version; SOF, Study of Osteoporotic Fractures; MMSE, Mini-Mental State Examination; CES-D, Center for the Epidemiologic Studies Depression Scale; SF-12, Short Form 12; FFQ, Food Frequency Questionnaire; SPPB, Short Physical Performance Battery; PRIME-MD, Primary Care Evaluation of Mental Disorders; TIA, transient ischaemic attack; HDLC, high-density lipoprotein cholesterol; LDLC, low-density lipoprotein cholesterol; AST, aspartate aminotransferase; ALT, alanine aminotransferase; GGT, gamma-glutamyl transpeptidase; BUN, blood urea nitrogen; HbA1c, glycated haemoglobin; RBC, red blood cells; WBC, white blood cells; HCT, haematocrit; MCV, mean cell volume; MCH, mean corpuscular haemoglobin; MCHC, mean corpuscular haemoglobin concentration; CRP, C-reactive protein; PTH, parathyroid hormone; HBsAg, hepatitis B surface antigen; Anti-HCVAb, anti-hepatitis C virus antibody; IL-6, interleukin-6; TNF-R1, tumour necrosis factor-R1; IGF-1, insulin-like growth factor-1; SNPs, single nucleotide polymorphisms; sIL-6r, soluble interleukin-6 receptor; BSRS-5, Brief Symptom Rating Scale-5.
Numbers of study subjects in the HALST cohort presenting with selected socio-demographic characteristics (and percentages in parentheses) and reported health conditions
| Total ( | 55–64 years ( | 65–74 years ( | ≥ 75 years ( | ||
|---|---|---|---|---|---|
| Sex | 0.001 | ||||
| Male | 2676 (47.2) | 800 (47.4) | 1121 (44.9) | 755 (51.0) | |
| Female | 2988 (52.8) | 886 (52.6) | 1376 (55.1) | 726 (49.0) | |
| Marital status | < 0.001 | ||||
| Married | 4140 (73.1) | 1428 (84.7) | 1823 (73.0) | 889 (60.0) | |
| Widowed | 1235 (21.8) | 121 (7.2) | 570 (22.8) | 544 (36.7) | |
| Other | 289 (5.1) | 137 (8.1) | 104 (4.2) | 48 (3.2) | |
| Ethnicity | < 0.001 | ||||
| Fukien | 3326 (58.8) | 1017 (60.4) | 1573 (63.0) | 736 (49.8) | |
| Hakka | 1638 (28.9) | 475 (28.2) | 746 (29.9) | 417 (28.2) | |
| Mainlander | 574 (10.1) | 157 (9.3) | 121 (4.8) | 296 (20.0) | |
| Aborigine | 122 (2.2) | 36 (2.1) | 56 (2.2) | 30 (2.0) | |
| Level of education | < 0.001 | ||||
| No education | 799 (14.1) | 49 (2.9) | 386 (15.5) | 364 (24.6) | |
| Primary school | 2322 (41.0) | 570 (33.8) | 1135 (45.5) | 617 (41.7) | |
| High school | 1628 (28.8) | 643 (38.2) | 648 (26.0) | 337 (22.8) | |
| University | 911 (16.1) | 422 (25.1) | 328 (13.1) | 161 (10.9) | |
| Smoking status | < 0.001 | ||||
| Current smoker | 723 (12.8) | 290 (17.2) | 293 (11.7) | 140 (9.5) | |
| Past smoker | 894 (15.8) | 208 (12.3) | 350 (14.0) | 336 (22.7) | |
| Non-smoker | 4047 (71.5) | 1188 (70.5) | 1854 (74.2) | 1005 (67.9) | |
| Betel quid | < 0.001 | ||||
| Current chewer | 180 (3.2) | 86 (5.1) | 76 (3.0) | 18 (1.2) | |
| Past chewer | 512 (9.0) | 194 (11.5) | 218 (8.7) | 100 (6.8) | |
| Non-chewer | 4972 (87.8) | 1406 (83.4) | 2203 (88.2) | 1363 (92.0) | |
| Engage in physical activity | 4039 (71.3) | 1196 (70.9) | 1799 (72.0) | 1044 (70.5) | 0.533 |
| Falls in previous year | 1103 (19.5) | 247 (14.7) | 488 (19.5) | 368 (24.8) | < 0.001 |
| Chronic disease | |||||
| Heart disease | 1215 (21.5) | 248 (14.7) | 532 (21.3) | 435 (29.4) | < 0.001 |
| Stroke | 303 (5.3) | 44 (2.6) | 147 (5.9) | 112 (7.6) | < 0.001 |
| Cataract | 2214 (39.1) | 236 (14.0) | 1045 (41.9) | 933 (63.0) | < 0.001 |
| Arthritis | 986 (17.4) | 207 (12.3) | 441 (17.7) | 338 (22.8) | < 0.001 |
| Osteoporosis | 1118 (19.7) | 300 (17.8) | 538 (21.5) | 280 (18.9) | 0.007 |
| Prostatic disorders | 875 (32.7) | 143 (17.9) | 384 (34.3) | 348 (46.1) | < 0.001 |
aIncludes divorced, separated, and single.
bThe ethnicity of participants was classified based on the origin of the participants’ fathers.
cEngage in physical activity: having any leisure-time physical activity in the past year.
dPhysician-diagnosed chronic disease.
eThe percentage was calculated for males.
Baseline biomarker profiles for the study subjects in the HALST cohort
| Total ( | 55–64 years ( | 65–74 years ( | ≥ 75 years ( | ||
|---|---|---|---|---|---|
| BMI (kg/m2) | 24.6 (3.5) | 24.7 (3.5) | 24.7 (3.5) | 24.2 (3.5) | < 0.001 |
| SBP(mmHg) | 128.6 (18.8) | 122.6 (17.3) | 129.4 (18.0) | 134.4 (19.7) | < 0.001 |
| DBP(mmHg) | 70.6 (10.8) | 72.2 (11.1) | 70.7 (10.6) | 68.4 (10.6) | < 0.001 |
| Fasting glucose (mg/dl) | 111.9 (31.4) | 110.0 (29.8) | 113.2 (33.8) | 111.6 (28.7) | 0.007 |
| HbA1c (%) | 6.2 (1.1) | 6.1 (1.0) | 6.3 (1.1) | 6.3 (1.1) | < 0.001 |
| Haemoglobin (g/dl) | 13.6 (1.5) | 14.0 (1.5) | 13.7 (1.4) | 13.2 (1.5) | < 0.001 |
| Albumin (g/dl) | 4.4 (0.2) | 4.4 (0.2) | 4.4 (0.2) | 4.3 (0.2) | < 0.001 |
| GFR (ml/min/1.73 m | 83.2 (22.0) | 91.2 (20.4) | 83.6 (21.1) | 72.8 (21.2) | < 0.001 |
| ALT (U/l) | 27.0 (19.0) | 29.3 (21.6) | 27.3 (19.2) | 23.7 (14.2) | < 0.001 |
| AST (U/l) | 28.9 (14.6) | 28.8 (13.8) | 29.2 (16.8) | 28.4 (11.1) | 0.228 |
| Uric acid (mg/dl) | 6.0 (1.6) | 5.8 (1.5) | 5.9 (1.5) | 6.3 (1.6) | < 0.001 |
| LDL-C (mg/dl) | 118.1 (33.1) | 121.4 (33.9) | 118.6 (32.7) | 113.0 (32.3) | < 0.001 |
| HDL-C (mg/dl) | 52.5 (13.7) | 52.8 (13.9) | 52.6 (13.4) | 52.0 (13.8) | 0.288 |
| TG (mg/dl) | 124.1 (87.6) | 131.5 (102.6) | 123.2 (86.6) | 116.7 (66.4) | < 0.001 |
| Gait speed (m/s) | 0.9 (0.3) | 1.0 (0.3) | 0.9 (0.3) | 0.7 (0.3) | < 0.001 |
| Handgrip strength (kg) | 28.4 (10.2) | 32.5 (10.3) | 28.3 (9.6) | 23.8 (9.0) | < 0.001 |
| SPPB | 10.0 (2.0) | 11.0 (1.0) | 11.0 (2.0) | 9.0 (3.0) | < 0.001 |
| 6-min walk (m) | 382.2 (82.0) | 421.5 (69.6) | 381.2 (74.9) | 328.0 (80.8) | < 0.001 |
| BMI (kg/m2) | < 0.001 | ||||
| < 20 | 432 (8.1) | 107 (6.6) | 174 (7.3) | 151 (11.3) | |
| 20–24.9 | 2672 (50.0) | 824 (50.6) | 1175 (49.5) | 673 (50.3) | |
| 25–29.9 | 1876 (35.1) | 574 (35.3) | 870 (36.6) | 432 (32.3) | |
| ≥ 30 | 360 (6.7) | 123 (7.6) | 156 (6.6) | 81 (6.1) | |
| Hypertension | 3017 (53.3) | 657 (39.0) | 1370 (54.9) | 990 (66.9) | < 0.001 |
| Diabetes | 1365 (25.5) | 343 (21.1) | 652 (27.4) | 370 (27.5) | < 0.001 |
| Haemoglobin < 12 g/dl | 609 (11.4) | 118 (7.3) | 242 (10.2) | 249 (18.5) | < 0.001 |
| Albumin < 4 g/dl | 186 (3.5) | 31 (1.9) | 67 (2.8) | 88 (6.6) | < 0.001 |
| GFR < 60 ml/min/1.73 m | 696 (13.0) | 91 (5.6) | 255 (10.7) | 350 (26.0) | < 0.001 |
| ACR ≥ 30 mg/g | 1278 (24.0) | 252 (15.6) | 535 (22.6) | 491 (36.7) | < 0.001 |
| LDL-C ≥ 200 mg/dl | 74 (1.4) | 30 (1.8) | 34 (1.4) | 10 (0.7) | 0.037 |
| TG ≥ 200 mg/dl | 594 (11.1) | 223 (13.7) | 252 (10.6) | 119 (8.9) | < 0.001 |
| Uric acid ≥ 8 mg/dl | 591 (11.1) | 138 (8.5) | 246 (10.4) | 207 (15.4) | < 0.001 |
| Hepatitis B carrier | 498 (9.4) | 210 (12.9) | 202 (8.5) | 86 (6.5) | < 0.001 |
| Hepatitis C carrier | 273 (5.1) | 73 (4.5) | 119 (5.0) | 81 (6.1) | 0.141 |
| Slow gait speed | |||||
| < 0.8 m/s | 1994 (35.7) | 281 (16.8) | 848 (34.3) | 865 (60.3) | < 0.001 |
| < 0.7 m/s | 1298 (23.3) | 131 (7.8) | 523 (21.1) | 644 (44.9) | < 0.001 |
| Low handgrip strength (kg) | |||||
| male < 30, female < 20 | 1520 (27.1) | 155 (9.3) | 594 (23.9) | 771 (52.8) | < 0.001 |
| male < 25, female < 15 | 616 (11.0) | 49 (2.9) | 184 (7.4) | 383 (26.2) | < 0.001 |
| SPPB ≤ 9 | 1199 (21.8) | 105 (6.3) | 452 (18.5) | 642 (45.9) | < 0.001 |
| 6-min walk < 250 m | 293 (5.9) | 18 (1.1) | 103 (4.6) | 172 (15.4) | < 0.001 |
Data are n (%) unless indicated otherwise.
BMI, body mass index; SBP, systolic blood pressure; DBP, diastolic blood pressure; GFR, glomerular filtration rate; ALT, alanine aminotransferase; AST, aspartate aminotransferase; HDL-C, high density lipoprotein cholesterol; LDL-C, low density lipoprotein cholesterol; TG, triglyceride; ACR, urine albumin-to-creatinine ratio.
a5580 study subjects had received measurement of gait speed.
b5612 study subjects had received measurement of handgrip strength.
c5490 study subjects had received measurement of SPPB.
d4954 study subjects had received measurement of 6-min walk.
eHypertension: SBP ≥ 140 mmHg, or DBP ≥ 90 mmHg, or taking anti-hypertensive drugs.
fDiabetes: fasting glucose ≥ 126 mg/dl, or HbA1c ≥ 6.5%, or taking anti-diabetic drugs.