Progression Prediction of Diabetes

https://hastie.su.domains/Papers/LARS/
agesexBMI(body mass index)BP(average blood pressure)S1(blood serum measurement 1)S2(blood serum measurement 2)S3(blood serum measurement 3)S4(blood serum measurement 4)S5(blood serum measurement 5)S6(blood serum measurement 6)disease progression one year after baseline
59
2
32.1
101
157
93.2
38
4
4.8598
87
151
48
1
21.6
87
183
103.2
70
3
3.8918
69
75
72
2
30.5
93
156
93.6
41
4
4.6728
85
141
24
1
25.3
84
198
131.4
40
5
4.8903
89
206
50
1
23
101
192
125.4
52
4
4.2905
80
135
23
1
22.6
89
139
64.8
61
2
4.1897
68
97
36
2
22
90
160
99.6
50
3
3.9512
82
138
66
2
26.2
114
255
185
56
4.55
4.2485
92
63
60
2
32.1
83
179
119.4
42
4
4.4773
94
110
29
1
30
85
180
93.4
43
4
5.3845
88
310
22
1
18.6
97
114
57.6
46
2
3.9512
83
101
56
2
28
85
184
144.8
32
6
3.5835
77
69
53
1
23.7
92
186
109.2
62
3
4.3041
81
179
50
2
26.2
97
186
105.4
49
4
5.0626
88
185
61
1
24
91
202
115.4
72
3
4.2905
73
118
34
2
24.7
118
254
184.2
39
7
5.037
81
171
47
1
30.3
109
207
100.2
70
3
5.2149
98
166
68
2
27.5
111
214
147
39
5
4.9416
91
144
38
1
25.4
84
162
103
42
4
4.4427
87
97
41
1
24.7
83
187
108.2
60
3
4.5433
78
168
35
1
21.1
82
156
87.8
50
3
4.5109
95
68
25
2
24.3
95
162
98.6
54
3
3.8501
87
49
25
1
26
92
187
120.4
56
3
3.9703
88
68
61
2
32
103.67
210
85.2
35
6
6.107
124
245
31
1
29.7
88
167
103.4
48
4
4.3567
78
184
30
2
25.2
83
178
118.4
34
5
4.852
83
202
19
1
19.2
87
124
54
57
2
4.1744
90
137
42
1
31.9
83
158
87.6
53
3
4.4659
101
85
63
1
24.4
73
160
91.4
48
3
4.6347
78
131
67
2
25.8
113
158
54.2
64
2
5.2933
104
283
32
1
30.5
89
182
110.6
56
3
4.3438
89
129
42
1
20.3
71
161
81.2
66
2
4.2341
81
59
58
2
38
103
150
107.2
22
7
4.6444
98
341
57
1
21.7
94
157
58
82
2
4.4427
92
87
53
1
20.5
78
147
84.2
52
3
3.989
75
65
62
2
23.5
80.33
225
112.8
86
2.62
4.8752
96
102
52
1
28.5
110
195
97.2
60
3
5.2417
85
265
46
1
27.4
78
171
88
58
3
4.8283
90
276
48
2
33
123
253
163.6
44
6
5.425
97
252
48
2
27.7
73
191
119.4
46
4
4.852
92
90
50
2
25.6
101
229
162.2
43
5
4.7791
114
100
21
1
20.1
63
135
69
54
3
4.0943
89
55
32
2
25.4
90.33
153
100.4
34
4.5
4.5326
83
61
54
1
24.2
74
204
109
82
2
4.1744
109
92
61
2
32.7
97
177
118.4
29
6
4.9972
87
259
56
2
23.1
104
181
116.4
47
4
4.4773
79
53
33
1
25.3
85
155
85
51
3
4.5539
70
190
27
1
19.6
78
128
68
43
3
4.4427
71
142
67
2
22.5
98
191
119.2
61
3
3.989
86
75
37
2
27.7
93
180
119.4
30
6
5.0304
88
142
58
1
25.7
99
157
91.6
49
3
4.4067
93
155
65
2
27.9
103
159
96.8
42
4
4.6151
86
225
34
1
25.5
93
218
144
57
4
4.4427
88
59
46
1
24.9
115
198
129.6
54
4
4.2767
103
104
35
1
28.7
97
204
126.8
64
3
4.1897
93
182
37
1
21.8
84
184
101
73
3
3.912
93
128
37
1
30.2
87
166
96
40
4.15
5.0106
87
52
41
1
20.5
80
124
48.8
64
2
4.0254
75
37
60
1
20.4
105
198
78.4
99
2
4.6347
79
170
66
2
24
98
236
146.4
58
4
5.0626
96
170
29
1
26
83
141
65.2
64
2
4.0775
83
61
37
2
26.8
79
157
98
28
6
5.0434
96
144
41
2
25.7
83
181
106.6
66
3
3.7377
85
52
39
1
22.9
77
204
143.2
46
4
4.3041
74
128
67
2
24
83
143
77.2
49
3
4.4308
94
71
36
2
24.1
112
193
125
35
6
5.1059
95
163
46
2
24.7
85
174
123.2
30
6
4.6444
96
150
60
2
25
89.67
185
120.8
46
4.02
4.5109
92
97
59
2
23.6
83
165
100
47
4
4.4998
92
160
53
1
22.1
93
134
76.2
46
3
4.0775
96
178
48
1
19.9
91
189
109.6
69
3
3.9512
101
48
48
1
29.5
131
207
132.2
47
4
4.9345
106
270
66
2
26
91
264
146.6
65
4
5.5683
87
202
52
2
24.5
94
217
149.4
48
5
4.585
89
111
52
2
26.6
111
209
126.4
61
3
4.6821
109
85
46
2
23.5
87
181
114.8
44
4
4.7095
98
42
40
2
29
115
97
47.2
35
2.77
4.3041
95
170
22
1
23
73
161
97.8
54
3
3.8286
91
200
50
1
21
88
140
71.8
35
4
5.112
71
252
20
1
22.9
87
191
128.2
53
4
3.8918
85
113
68
1
27.5
107
241
149.6
64
4
4.92
90
143
52
2
24.3
86
197
133.6
44
5
4.5747
91
51
44
1
23.1
87
213
126.4
77
3
3.8712
72
52
38
1
27.3
81
146
81.6
47
3
4.4659
81
210
49
1
22.7
65.33
168
96.2
62
2.71
3.8918
60
65
61
1
33
95
182
114.8
54
3
4.1897
74
141
29
2
19.4
83
152
105.8
39
4
3.5835
83
55
61
1
25.8
98
235
125.8
76
3
5.112
82
134
34
2
22.6
75
166
91.8
60
3
4.2627
108
42
36
1
21.9
89
189
105.2
68
3
4.3694
96
111
52
1
24
83
167
86.6
71
2
3.8501
94
98
61
1
31.2
79
235
156.8
47
5
5.0499
96
164
43
1
26.8
123
193
102.2
67
3
4.7791
94
48
35
1
20.4
65
187
105.6
67
2.79
4.2767
78
96
27
1
24.8
91
189
106.8
69
3
4.1897
69
90
29
1
21
71
156
97
38
4
4.654
90
162
64
2
27.3
109
186
107.6
38
5
5.3083
99
150
41
1
34.6
87.33
205
142.6
41
5
4.6728
110
279
49
2
25.9
91
178
106.6
52
3
4.5747
75
92
48
1
20.4
98
209
139.4
46
5
4.7707
78
83
53
1
28
88
233
143.8
58
4
5.0499
91
128
53
2
22.2
113
197
115.2
67
3
4.3041
100
102
23
1
29
90
216
131.4
65
3
4.585
91
302
65
2
30.2
98
219
160.6
40
5
4.5218
84
198
41
1
32.4
94
171
104.4
56
3
3.9703
76
95
55
2
23.4
83
166
101.6
46
4
4.5218
96
53
22
1
19.3
82
156
93.2
52
3
3.989
71
134
56
1
31
78.67
187
141.4
34
5.5
4.0604
90
144
54
2
30.6
103.33
144
79.8
30
4.8
5.1417
101
232
59
2
25.5
95.33
190
139.4
35
5.43
4.3567
117
81
60
2
23.4
88
153
89.8
58
3
3.2581
95
104
54
1
26.8
87
206
122
68
3
4.382
80
59
25
1
28.3
87
193
128
49
4
4.382
92
246
54
2
27.7
113
200
128.4
37
5
5.1533
113
297
55
1
36.6
113
199
94.4
43
4.63
5.7301
97
258
40
2
26.5
93
236
147
37
7
5.5607
92
229
62
2
31.8
115
199
128.6
44
5
4.8828
98
275
65
1
24.4
120
222
135.6
37
6
5.5094
124
281
33
2
25.4
102
206
141
39
5
4.8675
105
179
53
1
22
94
175
88
59
3
4.9416
98
200
35
1
26.8
98
162
103.6
45
4
4.2047
86
200
66
1
28
101
195
129.2
40
5
4.8598
94
173
62
2
33.9
101
221
156.4
35
6
4.9972
103
180
50
2
29.6
94.33
300
242.4
33
9.09
4.8122
109
84
47
1
28.6
97
164
90.6
56
3
4.4659
88
121
47
2
25.6
94
165
74.8
40
4
5.5255
93
161
24
1
20.7
87
149
80.6
61
2
3.6109
78
99
58
2
26.2
91
217
124.2
71
3
4.6913
68
109
34
1
20.6
87
185
112.2
58
3
4.3041
74
115
51
1
27.9
96
196
122.2
42
5
5.0689
120
268
31
2
35.3
125
187
112.4
48
4
4.8903
109
274
22
1
19.9
75
175
108.6
54
3
4.1271
72
158
53
2
24.4
92
214
146
50
4
4.4998
97
107
37
2
21.4
83
128
69.6
49
3
3.8501
84
83
28
1
30.4
85
198
115.6
67
3
4.3438
80
103
47
1
31.6
84
154
88
30
5.1
5.1985
105
272
23
1
18.8
78
145
72
63
2
3.912
86
85
50
1
31
123
178
105
48
4
4.8283
88
280
58
2
36.7
117
166
93.8
44
4
4.9488
109
336
55
1
32.1
110
164
84.2
42
4
5.2417
90
281
60
2
27.7
107
167
114.6
38
4
4.2767
95
118
41
1
30.8
81
214
152
28
7.6
5.1358
123
317
60
2
27.5
106
229
143.8
51
4
5.1417
91
235
40
1
26.9
92
203
119.8
70
3
4.1897
81
60
57
2
30.7
90
204
147.8
34
6
4.7095
93
174
37
1
38.3
113
165
94.6
53
3
4.4659
79
259
40
2
31.9
95
198
135.6
38
5
4.804
93
178
33
1
35
89
200
130.4
42
4.76
4.9273
101
128
32
2
27.8
89
216
146.2
55
4
4.3041
91
96
35
2
25.9
81
174
102.4
31
6
5.3132
82
126
55
1
32.9
102
164
106.2
41
4
4.4308
89
288
49
1
26
93
183
100.2
64
3
4.5433
88
88
39
2
26.3
115
218
158.2
32
7
4.9345
109
292
60
2
22.3
113
186
125.8
46
4
4.2627
94
71
67
2
28.3
93
204
132.2
49
4
4.7362
92
197
41
2
32
109
251
170.6
49
5
5.0562
103
186
44
1
25.4
95
162
92.6
53
3
4.4067
83
25
48
2
23.3
89.33
212
142.8
46
4.61
4.7536
98
84
45
1
20.3
74.33
190
126.2
49
3.88
4.3041
79
96
47
1
30.4
120
199
120
46
4
5.1059
87
195
46
1
20.6
73
172
107
51
3
4.2485
80
53
36
2
32.3
115
286
199.4
39
7
5.4723
112
217
34
1
29.2
73
172
108.2
49
4
4.3041
91
172
53
2
33.1
117
183
119
48
4
4.382
106
131
61
1
24.6
101
209
106.8
77
3
4.8363
88
214
37
1
20.2
81
162
87.8
63
3
4.0254
88
59
33
2
20.8
84
125
70.2
46
3
3.7842
66
70
68
1
32.8
105.67
205
116.4
40
5.13
5.4931
117
220
49
2
31.9
94
234
155.8
34
7
5.3982
122
268
48
1
23.9
109
232
105.2
37
6
6.107
96
152
55
2
24.5
84
179
105.8
66
3
3.5835
87
47
43
1
22.1
66
134
77.2
45
3
4.0775
80
74
60
2
33
97
217
125.6
45
5
5.4467
112
295
31
2
19
93
137
73
47
3
4.4427
78
101
53
2
27.3
82
119
55
39
3
4.8283
93
151
67
1
22.8
87
166
98.6
52
3
4.3438
92
127
61
2
28.2
106
204
132
52
4
4.6052
96
237
62
1
28.9
87.33
206
127.2
33
6.24
5.4337
99
225
60
1
25.6
87
207
125.8
69
3
4.1109
84
81
42
1
24.9
91
204
141.8
38
5
4.7958
89
151
38
2
26.8
105
181
119.2
37
5
4.8203
91
107
62
1
22.4
79
222
147.4
59
4
4.3567
76
64
61
2
26.9
111
236
172.4
39
6
4.8122
89
138
61
2
23.1
113
186
114.4
47
4
4.8122
105
185
53
1
28.6
88
171
98.8
41
4
5.0499
99
265
28
2
24.7
97
175
99.6
32
5
5.3799
87
101
26
2
30.3
89
218
152.2
31
7
5.1591
82
137
30
1
21.3
87
134
63
63
2
3.6889
66
143
50
1
26.1
109
243
160.6
62
4
4.625
89
141
48
1
20.2
95
187
117.4
53
4
4.4188
85
79
51
1
25.2
103
176
112.2
37
5
4.8978
90
292
47
2
22.5
82
131
66.8
41
3
4.7536
89
178
64
2
23.5
97
203
129
59
3
4.3175
77
91
51
2
25.9
76
240
169
39
6
5.0752
96
116
30
1
20.9
104
152
83.8
47
3
4.6634
97
86
56
2
28.7
99
208
146.4
39
5
4.7274
97
122
42
1
22.1
85
213
138.6
60
4
4.2767
94
72
62
2
26.7
115
183
124
35
5
4.7875
100
129
34
1
31.4
87
149
93.8
46
3
3.8286
77
142
60
1
22.2
104.67
221
105.4
60
3.68
5.6276
93
90
64
1
21
92.33
227
146.8
65
3.49
4.3307
102
158
39
2
21.2
90
182
110.4
60
3
4.0604
98
39
71
2
26.5
105
281
173.6
55
5
5.5683
84
196
48
2
29.2
110
218
151.6
39
6
4.92
98
222
79
2
27
103
169
110.8
37
5
4.6634
110
277
40
1
30.7
99
177
85.4
50
4
5.3375
85
99
49
2
28.8
92
207
140
44
5
4.7449
92
196
51
1
30.6
103
198
106.6
57
3
5.1475
100
202
57
1
30.1
117
202
139.6
42
5
4.625
120
155
59
2
24.7
114
152
104.8
29
5
4.5109
88
77
51
1
27.7
99
229
145.6
69
3
4.2767
77
191
74
1
29.8
101
171
104.8
50
3
4.3944
86
70
67
1
26.7
105
225
135.4
69
3
4.6347
96
73
49
1
19.8
88
188
114.8
57
3
4.3944
93
49
57
1
23.3
88
155
63.6
78
2
4.2047
78
65
56
2
35.1
123
164
95
38
4
5.0434
117
263
52
2
29.7
109
228
162.8
31
8
5.1417
103
248
69
1
29.3
124
223
139
54
4
5.0106
102
296
37
1
20.3
83
185
124.6
38
5
4.7185
88
214
24
1
22.5
89
141
68
52
3
4.654
84
185
55
2
22.7
93
154
94.2
53
3
3.5264
75
78
36
1
22.8
87
178
116
41
4
4.654
82
93
42
2
24
107
150
85
44
3
4.654
96
252
21
1
24.2
76
147
77
53
3
4.4427
79
150
41
1
20.2
62
153
89
50
3
4.2485
89
77
57
2
29.4
109
160
87.6
31
5
5.3327
92
208
20
2
22.1
87
171
99.6
58
3
4.2047
78
77
67
2
23.6
111.33
189
105.4
70
2.7
4.2195
93
108
34
1
25.2
77
189
120.6
53
4
4.3438
79
160
41
2
24.9
86
192
115
61
3
4.382
94
53
38
2
33
78
301
215
50
6.02
5.193
108
220
51
1
23.5
101
195
121
51
4
4.7449
94
154
52
2
26.4
91.33
218
152
39
5.59
4.9053
99
259
67
1
29.8
80
172
93.4
63
3
4.3567
82
90
61
1
30
108
194
100
52
3.73
5.3471
105
246
67
2
25
111.67
146
93.4
33
4.42
4.585
103
124
56
1
27
105
247
160.6
54
5
5.0876
94
67
64
1
20
74.67
189
114.8
62
3.05
4.1109
91
72
58
2
25.5
112
163
110.6
29
6
4.7622
86
257
55
1
28.2
91
250
140.2
67
4
5.366
103
262
62
2
33.3
114
182
114
38
5
5.0106
96
275
57
2
25.6
96
200
133
52
3.85
4.3175
105
177
20
2
24.2
88
126
72.2
45
3
3.7842
74
71
53
2
22.1
98
165
105.2
47
4
4.1589
81
47
32
2
31.4
89
153
84.2
56
3
4.1589
90
187
41
1
23.1
86
148
78
58
3
4.0943
60
125
60
1
23.4
76.67
247
148
65
3.8
5.1358
77
78
26
1
18.8
83
191
103.6
69
3
4.5218
69
51
37
1
30.8
112
282
197.2
43
7
5.3423
101
258
45
1
32
110
224
134.2
45
5
5.4116
93
215
67
1
31.6
116
179
90.4
41
4
5.4723
100
303
34
2
35.5
120
233
146.6
34
7
5.5683
101
243
50
1
31.9
78.33
207
149.2
38
5.45
4.5951
84
91
71
1
29.5
97
227
151.6
45
5
5.0239
108
150
57
2
31.6
117
225
107.6
40
6
5.9584
113
310
49
1
20.3
93
184
103
61
3
4.6052
93
153
35
1
41.3
81
168
102.8
37
5
4.9488
94
346
41
2
21.2
102
184
100.4
64
3
4.585
79
63
70
2
24.1
82.33
194
149.2
31
6.26
4.2341
105
89
52
1
23
107
179
123.7
42.5
4.21
4.1589
93
50
60
1
25.6
78
195
95.4
91
2
3.7612
87
39
62
1
22.5
125
215
99
98
2
4.4998
95
103
44
2
38.2
123
201
126.6
44
5
5.0239
92
308
28
2
19.2
81
155
94.6
51
3
3.8501
87
116
58
2
29
85
156
109.2
36
4
3.989
86
145
39
2
24
89.67
190
113.6
52
3.65
4.804
101
74
34
2
20.6
98
183
92
83
2
3.6889
92
45
65
1
26.3
70
244
166.2
51
5
4.8978
98
115
66
2
34.6
115
204
139.4
36
6
4.9628
109
264
51
1
23.4
87
220
108.8
93
2
4.5109
82
87
50
2
29.2
119
162
85.2
54
3
4.7362
95
202
59
2
27.2
107
158
102
39
4
4.4427
93
127
52
1
27
78.33
134
73
44
3.05
4.4427
69
182
69
2
24.5
108
243
136.4
40
6
5.8081
100
241
53
1
24.1
105
184
113.4
46
4
4.8122
95
66
47
2
25.3
98
173
105.6
44
4
4.7622
108
94
52
1
28.8
113
280
174
67
4
5.273
86
283
39
1
20.9
95
150
65.6
68
2
4.4067
95
64
67
2
23
70
184
128
35
5
4.654
99
102
59
2
24.1
96
170
98.6
54
3
4.4659
85
200
51
2
28.1
106
202
122.2
55
4
4.8203
87
265
23
2
18
78
171
96
48
4
4.9053
92
94
68
1
25.9
93
253
181.2
53
5
4.5433
98
230
44
1
21.5
85
157
92.2
55
3
3.8918
84
181
60
2
24.3
103
141
86.6
33
4
4.6728
78
156
52
1
24.5
90
198
129
29
7
5.2983
86
233
38
1
21.3
72
165
60.2
88
2
4.4308
90
60
61
1
25.8
90
280
195.4
55
5
4.9972
90
219
68
2
24.8
101
221
151.4
60
4
3.8712
87
80
28
2
31.5
83
228
149.4
38
6
5.3132
83
68
65
2
33.5
102
190
126.2
35
5
4.9698
102
332
69
1
28.1
113
234
142.8
52
4
5.2781
77
248
51
1
24.3
85.33
153
71.6
71
2.15
3.9512
82
84
29
1
35
98.33
204
142.6
50
4.08
4.0431
91
200
55
2
23.5
93
177
126.8
41
4
3.8286
83
55
34
2
30
83
185
107.2
53
3
4.8203
92
85
67
1
20.7
83
170
99.8
59
3
4.0254
77
89
49
1
25.6
76
161
99.8
51
3
3.9318
78
31
55
2
22.9
81
123
67.2
41
3
4.3041
88
129
59
2
25.1
90
163
101.4
46
4
4.3567
91
83
53
1
33.2
82.67
186
106.8
46
4.04
5.112
102
275
48
2
24.1
110
209
134.6
58
4
4.4067
100
65
52
1
29.5
104.33
211
132.8
49
4.31
4.9836
98
198
69
1
29.6
122
231
128.4
56
4
5.451
86
236
60
2
22.8
110
245
189.8
39
6
4.3944
88
253
46
2
22.7
83
183
125.8
32
6
4.8363
75
124
51
2
26.2
101
161
99.6
48
3
4.2047
88
44
67
2
23.5
96
207
138.2
42
5
4.8978
111
172
49
1
22.1
85
136
63.4
62
2.19
3.9703
72
114
46
2
26.5
94
247
160.2
59
4
4.9345
111
142
47
1
32.4
105
188
125
46
4.09
4.4427
99
109
75
1
30.1
78
222
154.2
44
5.05
4.7791
97
180
28
1
24.2
93
174
106.4
54
3
4.2195
84
144
65
2
31.3
110
213
128
47
5
5.247
91
163
42
1
30.1
91
182
114.8
49
4
4.5109
82
147
51
1
24.5
79
212
128.6
65
3
4.5218
91
97
53
2
27.7
95
190
101.8
41
5
5.4638
101
220
54
1
23.2
110.67
238
162.8
48
4.96
4.9127
108
190
73
1
27
102
211
121
67
3
4.7449
99
109
54
1
26.8
108
176
80.6
67
3
4.9558
106
191
42
1
29.2
93
249
174.2
45
6
5.0039
92
122
75
1
31.2
117.67
229
138.8
29
7.9
5.7236
106
230
55
2
32.1
112.67
207
92.4
25
8.28
6.1048
111
242
68
2
25.7
109
233
112.6
35
7
6.0568
105
248
57
1
26.9
98
246
165.2
38
7
5.366
96
249
48
1
31.4
75.33
242
151.6
38
6.37
5.5683
103
192
61
2
25.6
85
184
116.2
39
5
4.9698
98
131
69
1
37
103
207
131.4
55
4
4.6347
90
237
38
1
32.6
77
168
100.6
47
4
4.625
96
78
45
2
21.2
94
169
96.8
55
3
4.4543
102
135
51
2
29.2
107
187
139
32
6
4.382
95
244
71
2
24
84
138
85.8
39
4
4.1897
90
199
57
1
36.1
117
181
108.2
34
5
5.2679
100
270
56
2
25.8
103
177
114.4
34
5
4.9628
99
164
32
2
22
88
137
78.6
48
3
3.9512
78
72
50
1
21.9
91
190
111.2
67
3
4.0775
77
96
43
1
34.3
84
256
172.6
33
8
5.5294
104
306
54
2
25.2
115
181
120
39
5
4.7005
92
91
31
1
23.3
85
190
130.8
43
4
4.3944
77
214
56
1
25.7
80
244
151.6
59
4
5.118
95
95
44
1
25.1
133
182
113
55
3
4.2485
84
216
57
2
31.9
111
173
116.2
41
4
4.3694
87
263
64
2
28.4
111
184
127
41
4
4.382
97
178
43
1
28.1
121
192
121
60
3
4.0073
93
113
19
1
25.3
83
225
156.6
46
5
4.7185
84
200
71
2
26.1
85
220
152.4
47
5
4.6347
91
139
50
2
28
104
282
196.8
44
6
5.3279
95
139
59
2
23.6
73
180
107.4
51
4
4.6821
84
88
57
1
24.5
93
186
96.6
71
3
4.5218
91
148
49
2
21
82
119
85.4
23
5
3.9703
74
88
41
2
32
126
198
104.2
49
4
5.4116
124
243
25
2
22.6
85
130
71
48
3
4.0073
81
71
52
2
19.7
81
152
53.4
82
2
4.4188
82
77
34
1
21.2
84
254
113.4
52
5
6.0936
92
109
42
2
30.6
101
269
172.2
50
5
5.4553
106
272
28
2
25.5
99
162
101.6
46
4
4.2767
94
60
47
2
23.3
90
195
125.8
54
4
4.3307
73
54
32
2
31
100
177
96.2
45
4
5.1874
77
221
43
1
18.5
87
163
93.6
61
2.67
3.7377
80
90
59
2
26.9
104
194
126.6
43
5
4.804
106
311
53
1
28.3
101
179
107
48
4
4.7875
101
281
60
1
25.7
103
158
84.6
64
2
3.8501
97
182
54
2
36.1
115
163
98.4
43
4
4.6821
101
321
35
2
24.1
94.67
155
97.4
32
4.84
4.852
94
58
49
2
25.8
89
182
118.6
39
5
4.804
115
262
58
1
22.8
91
196
118.8
48
4
4.9836
115
206
36
2
39.1
90
219
135.8
38
6
5.4205
103
233
46
2
42.2
99
211
137
44
5
5.0106
99
242
44
2
26.6
99
205
109
43
5
5.5797
111
123
46
1
29.9
83
171
113
38
4.5
4.585
98
167
54
1
21
78
188
107.4
70
3
3.9703
73
63
63
2
25.5
109
226
103.2
46
5
5.9506
87
197
41
2
24.2
90
199
123.6
57
4
4.5218
86
71
28
1
25.4
93
141
79
49
3
4.1744
91
168
19
1
23.2
75
143
70.4
52
3
4.6347
72
140
61
2
26.1
126
215
129.8
57
4
4.9488
96
217
48
1
32.7
93
276
198.6
43
6.42
5.1475
91
121
54
2
27.3
100
200
144
33
6
4.7449
76
235
53
2
26.6
93
185
122.4
36
5
4.8903
82
245
48
1
22.8
101
110
41.6
56
2
4.1271
97
40
53
1
28.8
111.67
145
87.2
46
3.15
4.0775
85
52
29
2
18.1
73
158
99
41
4
4.4998
78
104
62
1
32
88
172
69
38
4
5.7838
100
132
50
2
23.7
92
166
97
52
3
4.4427
93
88
58
2
23.6
96
257
171
59
4
4.9053
82
69
55
2
24.6
109
143
76.4
51
3
4.3567
88
219
54
1
22.6
90
183
104.2
64
3
4.3041
92
72
36
1
27.8
73
153
104.4
42
4
3.4965
73
201
63
2
24.1
111
184
112.2
44
4
4.9345
82
110
47
2
26.5
70
181
104.8
63
3
4.1897
70
51
51
2
32.8
112
202
100.6
37
5
5.7746
109
277
42
1
19.9
76
146
83.2
55
3
3.6636
79
63
37
2
23.6
94
205
138.8
53
4
4.1897
107
118
28
1
22.1
82
168
100.6
54
3
4.2047
86
69
58
1
28.1
111
198
80.6
31
6
6.0684
93
273
32
1
26.5
86
184
101.6
53
4
4.9904
78
258
25
2
23.5
88
143
80.8
55
3
3.5835
83
43
63
1
26
85.67
155
78.2
46
3.37
5.037
97
198
52
1
27.8
85
219
136
49
4
5.1358
75
242
65
2
28.5
109
201
123
46
4
5.0752
96
232
42
1
30.6
121
176
92.8
69
3
4.2627
89
175
53
1
22.2
78
164
81
70
2
4.1744
101
93
79
2
23.3
88
186
128.4
33
6
4.8122
102
168
43
1
35.4
93
185
100.2
44
4
5.3181
101
275
44
1
31.4
115
165
97.6
52
3
4.3438
89
293
62
2
37.8
119
113
51
31
4
5.0434
84
281
33
1
18.9
70
162
91.8
59
3
4.0254
58
72
56
1
35
79.33
195
140.8
42
4.64
4.1109
96
140
66
1
21.7
126
212
127.8
45
4.71
5.2781
101
189
34
2
25.3
111
230
162
39
6
4.9767
90
181
46
2
23.8
97
224
139.2
42
5
5.366
81
209
50
1
31.8
82
136
69.2
55
2
4.0775
85
136
69
1
34.3
113
200
123.8
54
4
4.7095
112
261
34
1
26.3
87
197
120
63
3
4.2485
96
113
71
2
27
93.33
269
190.2
41
6.56
5.2417
93
131
47
1
27.2
80
208
145.6
38
6
4.804
92
174
41
1
33.8
123.33
187
127
45
4.16
4.3175
100
257
34
1
33
73
178
114.6
51
3.49
4.1271
92
55
51
1
24.1
87
261
175.6
69
4
4.4067
93
84
43
1
21.3
79
141
78.8
53
3
3.8286
90
42
55
1
23
94.67
190
137.6
38
5
4.2767
106
146
59
2
27.9
101
218
144.2
38
6
5.1874
95
212
27
2
33.6
110
246
156.6
57
4
5.0876
89
233
51
2
22.7
103
217
162.4
30
7
4.8122
80
91
49
2
27.4
89
177
113
37
5
4.9053
97
111
27
1
22.6
71
116
43.4
56
2
4.4188
79
152
57
2
23.2
107.33
231
159.4
41
5.63
5.0304
112
120
39
2
26.9
93
136
75.4
48
3
4.1431
99
67
62
2
34.6
120
215
129.2
43
5
5.366
123
310
37
1
23.3
88
223
142
65
3.4
4.3567
82
94
46
1
21.1
80
205
144.4
42
5
4.5326
87
183
68
2
23.5
101
162
85.4
59
3
4.4773
91
66
51
1
31.5
93
231
144
49
4.7
5.2523
117
173
41
1
20.8
86
223
128.2
83
3
4.0775
89
72
53
1
26.5
97
193
122.4
58
3
4.1431
99
49
45
1
24.2
83
177
118.4
45
4
4.2195
82
64
33
1
19.5
80
171
85.4
75
2
3.9703
80
48
60
2
28.2
112
185
113.8
42
4
4.9836
93
178
47
2
24.9
75
225
166
42
5
4.4427
102
104
60
2
24.9
99.67
162
106.6
43
3.77
4.1271
95
132
36
1
30
95
201
125.2
42
4.79
5.1299
85
220
36
1
19.6
71
250
133.2
97
3
4.5951
92
57
agesexBMI(body mass index)BP(average blood pressure)S1(blood serum measurement 1)S2(blood serum measurement 2)S3(blood serum measurement 3)S4(blood serum measurement 4)S5(blood serum measurement 5)S6(blood serum measurement 6)disease progression one year after baseline