Hyperprolactinaemia

E4_HYPERPRO

hyperprolactinemia: An acquired metabolic disease that has_material_basis_in the presence of abnormally-high levels of prolactin in the blood.

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Endpoint definition

Report an error or suggest an improvement for this endpoint codes

Endpoint definition steps

FinnGen

Phenotype data

557745

1. Apply sex-specific rule

None

557745

2. Check conditions

None

557745

3. Check pre-conditions, main-only, mode, registry filters

Registry filters:

  • Hospital discharge: ICD-10 E22.1#
  • Hospital discharge: ICD-9 2531A
  • Cause of death: ICD-10 E22.1#
  • Cause of death: ICD-9 2531A

2 out of 7 registries used, show all original rules.

1547

4. Check minimum number of events

None

1547

5. Include endpoints

None

1547

6. Filter based on genotype QC (FinnGen only)

1395

Control definitions (FinnGen only)

Control exclude
E4_ENDOGLAND

Extra metadata

Level in the ICD hierarchy
4
First used in FinnGen datafreeze
DF2
Parent code in ICD-10
E22
Name in latin
Hyperprolactinaemia

Case counts by codes

FinnGen case counts by registry codes:

generic upset plot

Upset plot

Full data table

Summary Statistics

-FinRegistry-

Key figures

All Female Male
Number of individuals
Whole population 7858 6346 1386
Only index persons 7530 6218 1312
Unadjusted period prevalence (%)
Whole population 0.16 0.18 0.04
Only index persons 0.20 0.23 0.05
Median age at first event (years)
Whole population 35.99 33.41 47.97
Only index persons 35.83 33.35 47.61

-FinnGen-

Key figures

All Female Male
Number of individuals 1395 1138 257
Unadjusted period prevalence (%) 0.35 0.40 0.12
Median age at first event (years) 37.13 34.18 50.16

-FinRegistry-

Age distribution of first events

-FinnGen-

Age distribution of first events

-FinRegistry-

Year distribution of first events

-FinnGen-

Year distribution of first events

-FinRegistry-

Cumulative Incidence Function

-FinnGen-

Cumulative Incidence Function

CodeWAS

CodeWAS is a tool for exploring the associations between an endpoint and all of the medical codes and drug codes.

This is a new tool, please reach out using the contact form for feedback and improvement ideas.

First, a cohort is built by matching controls to the endpoint cases using year of birth and sex. Then, a Fisher test is done for all the medical codes and drug codes between the cases and controls of this cohort. Codes are reported in the table below if they have −log10(p-value) ≥ 6.

Matched cohort

Matched cases
1459
Matched controls
14590
Code
Vocabulary
Description
Odds Ratio
-log10(p)
N matched cases
N matched controls
E22.1
ICD-10 Finland
Hyperprolactinaemia
4503599627370496.0
307.7
1425
6
G02CB01
ATC
bromocriptine; systemic
50.7
307.7
483
141
AA4CG
NOMESCO Finland
Extensive MRI examination of sella turcica with high intensity magnet
206.7
307.7
359
23
D35.2
ICD-10 Finland
Benign neoplasm: Pituitary gland
334.4
307.7
459
20
G02CB03
ATC
cabergoline; oral
86.8
307.7
215
29
N04BC06
ATC
cabergoline; oral
1131.6
307.7
516
7
N91.1
ICD-10 Finland
Secondary amenorrhoea
13.1
171.3
171
146
H02AB09
ATC
hydrocortisone; systemic
16.0
150.2
132
90
E23.04
ICD-10 Finland
Hypogonadotropic hypogonadism
51.4
110.9
64
13
112
Kela drug reimbursment
Severe psychotic and other severe mental disorders
4.9
97.7
242
568
N05AX08
ATC
risperidone; systemic
5.0
95.1
228
520
G03BA03
ATC
testosterone; systemic, rectal, sublingual, transdermal
9.0
89.4
114
136
AA4BG
NOMESCO Finland
MRI examination of sella turcica with high intensity magnet
148.4
79.9
84
6
101
Kela drug reimbursment
Anterior pituitary hypofunction
+∞
75.7
72
*
G02CB04
ATC
quinagolide; oral
700.0
68.6
67
*
N05AH03
ATC
olanzapine; systemic
4.0
65.1
206
576
N64.3
ICD-10 Finland
Galactorrhoea not associated with childbirth
13.9
63.3
59
44
G03DB01
ATC
dydrogesterone; oral
2.9
60.5
360
1485
F29
ICD-10 Finland
Unspecified nonorganic psychosis
4.9
60.5
143
319
E23.00
ICD-10 Finland
Panhypopituitarism
+∞
58.7
56
*
N05AX12
ATC
aripiprazole; systemic
4.2
58.5
169
441
N05AB03
ATC
perphenazine; systemic, rectal
5.1
52.4
116
244
E28.2
ICD-10 Finland
Polycystic ovarian syndrome
13.2
52.2
50
39
2531A
ICD-9 Finland
Disorders of the pituitary gland and its hypothalamic control, Other and unspecified anterior pituitary hyperfunction[HYPERPROLACTINAEMIA]
+∞
51.4
49
*
AA4CM
NOMESCO Finland
Extensive MRI examination of sella turcica with 3 Tesla magnet
483.0
47.6
47
*
AAE10
NOMESCO Finland
Transsphenoidal total or partial excision of intracranial lesion
78.6
47.3
53
7
N05AH02
ATC
clozapine; systemic
6.3
46.5
80
133
Z03.80
ICD-10 Finland
Observation for other suspected diseases and conditions
4.7
46.2
111
250
N05AH04
ATC
quetiapine; oral
2.4
44.1
390
1919
H03AA01
ATC
levothyroxine sodium; systemic
2.3
41.1
430
2265
F20.00
ICD-10 Finland
Paranoid schizophrenia continuous
6.2
39.6
69
116
N05AA02
ATC
levomepromazine; systemic
4.3
35.7
97
240
AA4DG
NOMESCO Finland
Very extensive MRI examination of sella turcica with high intensity magnet
126.5
34.8
37
*
E23.05
ICD-10 Finland
Lack of TSH
344.9
34.1
34
*
D44.3
ICD-10 Finland
Neoplasm of uncertain or unknown behaviour: Pituitary gland
78.1
34.0
38
5
N04AA02
ATC
biperiden; systemic
6.0
33.4
60
104
XCK00
NOMESCO Finland
Perimetry
3.8
31.8
102
285
2273A
ICD-9 Finland
Benign neoplasm of other endocrine glands and related structures, Pituitary gland and craniopharyngeal duct (pouch)
+∞
31.4
30
*
F25.10
ICD-10 Finland
Schizoaffective syndrome, depressive type with only concomitant bipolar and schizophrenic symptoms
9.2
30.4
37
41
E22.0
ICD-10 Finland
Acromegaly and pituitary gigantism
+∞
30.3
29
*
XLA10, ,
NOMESCO Finland
3.2
29.9
124
409
N97.0
ICD-10 Finland
Female infertility associated with anovulation
4.6
29.7
72
163
P72
ICPC
Schizophrenia
4.9
29.2
66
141
N05AN01
ATC
lithium; oral
4.3
29.1
78
191
F20.30
ICD-10 Finland
Undifferentiated schizophrenia continuous
5.7
28.9
54
97
N97.9
ICD-10 Finland
Female infertility, unspecified
2.7
28.4
171
692
F32.3
ICD-10 Finland
Severe depressive episode with psychotic symptoms
4.8
28.2
65
141
E21.09
ICD-10 Finland
Other primary hyperparathyroidism
+∞
28.2
27
*
N03AG01
ATC
valproic acid; systemic, rectal
3.0
27.3
131
470
F20.9
ICD-10 Finland
Schizophrenia, unspecified
4.7
27.0
64
142
T36
ICD-10 Finland
Poisoning by systemic antibiotics
3.2
26.7
114
382
E34.9
ICD-10 Finland
Endocrine disorder, unspecified
+∞
26.1
25
*
LC2BE
NOMESCO Finland
Transvaginal ultrasound examination of uterus, parametria and lower abdomen
1.8
25.9
620
4230
N06AB04
ATC
citalopram; systemic
2.0
25.4
346
1966
E03.9
ICD-10 Finland
Hypothyroidism, unspecified
2.2
25.4
234
1147
N05BA06
ATC
lorazepam; systemic, sublingual
3.4
25.2
95
295
N91.4
ICD-10 Finland
Secondary oligomenorrhoea
9.0
25.1
31
35
N03AX09
ATC
lamotrigine; oral
2.7
24.7
137
531
N05AF05
ATC
zuclopenthixol; systemic
8.0
23.5
32
41
N05AF03
ATC
chlorprothixene; systemic
4.0
23.2
66
169
X69
ICD-10 Finland
Intentional self-poisoning by and exposure to other and unspecified chemicals and noxious substances
3.2
22.8
91
293
N04BC01
ATC
bromocriptine; oral
121.9
22.6
24
*
N05CD07
ATC
temazepam; oral
2.7
22.6
133
531
188
Kela drug reimbursment
Psychosis requiring demanding treatment
6.9
22.6
35
52
N06AX16
ATC
venlafaxine; oral
2.0
21.8
288
1611
F25.9
ICD-10 Finland
Schizoaffective disorder, unspecified
5.1
21.7
46
93
F60.31
ICD-10 Finland
Emotionally unstable personality disorder, borderline condition
4.1
21.5
59
147
E21.0
ICD-10 Finland
Primary hyperparathyroidism
50.8
21.2
25
5
F32.9
ICD-10 Finland
Depressive episode, unspecified
2.0
20.9
277
1549
D352, E221,
ICD-10 Finland
+∞
19.8
19
*
N91.2
ICD-10 Finland
Amenorrhoea, unspecified
6.3
19.8
33
53
LC2AE
NOMESCO Finland
Ultrasound examination of uterus and parametria
2.0
19.6
252
1393
F22.0
ICD-10 Finland
Delusional disorder
6.3
19.0
32
52
ZYC01
NOMESCO Finland
Remote contact by phone
2.5
18.8
127
541
A06AC01
ATC
ispaghula (psylla seeds); oral
1.8
18.8
354
2209
N05AA01
ATC
chlorpromazine; systemic, rectal
5.7
18.7
35
63
F31.9
ICD-10 Finland
Bipolar affective disorder, unspecified
3.2
17.9
73
238
N06AB03
ATC
fluoxetine; oral
2.0
17.8
215
1159
E22.9
ICD-10 Finland
Hyperfunction of pituitary gland, unspecified
+∞
17.7
17
*
F60.30
ICD-10 Finland
Emotionally unstable personality disorder, impulsive
3.5
17.2
61
182
N05BA04
ATC
oxazepam; oral
1.7
17.0
398
2630
N05AE04
ATC
ziprasidone; systemic
6.0
17.0
30
51
F33.30
ICD-10 Finland
Recurrent depression, severe episode without somatic syndrome
5.2
17.0
35
69
AA1CG
NOMESCO Finland
Extensive MRI examination of brain with high intensity magnet
2.2
16.9
154
747
2542
FHL
Transasal hypophysectomy
+∞
16.7
16
*
N06AX11
ATC
mirtazapine; oral
1.6
16.3
510
3624
F25.20
ICD-10 Finland
Schizoaffective syndrome, mixed type with only concomitant bipolar and schizophrenic symptoms
6.6
16.2
26
40
AA400
NOMESCO Finland
Electroconvulsive therapy
5.9
16.2
29
50
C07AA05
ATC
propranolol; systemic
1.7
16.0
356
2315
N05AD01
ATC
haloperidol; systemic
3.9
15.9
47
124
P29
ICPC
Psychological sympt/compl other
2.0
15.7
181
958
E23.6
ICD-10 Finland
Other disorders of pituitary gland
+∞
15.6
15
*
102
Kela drug reimbursment
Diabetes insipidus
161.7
15.5
16
*
IER04
NOMESCO Finland
Rehabilitative psychiatric group intervention, functional
5.3
15.4
31
60
N05AX13
ATC
paliperidone; systemic
6.8
15.3
24
36
IFA01
NOMESCO Finland
Psychiatric pharmacotherapy plan, not specified
3.7
15.3
48
132
F25.00
ICD-10 Finland
Schizoaffective syndrome, manic type with only simultaneous bipolar and schizophrenic symptoms
5.6
15.3
29
53
R53
ICD-10 Finland
Malaise and fatigue
1.6
15.0
401
2731
ICB02
NOMESCO Finland
Psychiatric treatment plan, extended/prolonged
4.2
14.9
39
94
IBZ01
NOMESCO Finland
Profession-specific psychiatric evaluation
3.1
14.8
61
200
N05AF01
ATC
flupentixol; systemic
4.8
14.7
33
70
N03AE01
ATC
clonazepam; systemic
2.6
14.6
87
349
IEV99
NOMESCO Finland
Other psychiatric network intervention
6.4
14.6
24
38
ICZ03
NOMESCO Finland
Participation in compiling a psychiatric treatment plan
2.8
14.4
72
264
IGY99
NOMESCO Finland
Other psychiatric treatment contact
3.1
14.4
61
204
N05BE01
ATC
buspirone; oral
3.2
14.3
56
178
F31.30
ICD-10 Finland
Bipolar disorder Depressive episode without somatic syndrome
3.4
13.9
51
156
Z00.4
ICD-10 Finland
General psychiatric examination, not elsewhere classified
1.9
13.8
199
1134
R42
ICD-10 Finland
Dizziness and giddiness
1.7
13.6
284
1806
E23.03
ICD-10 Finland
Lack of ACTH
141.3
13.5
14
*
E29.1
ICD-10 Finland
Testicular hypofunction
13.0
13.4
23
18
X05
ICPC
Menstruation absent/scanty
3.6
13.3
44
126
IEY05
NOMESCO Finland
Dedicated profession-specific psychiatric intervention, individual
2.5
13.3
88
372
N06AG02
ATC
moclobemide; oral
2.8
13.3
65
236
IGY01
NOMESCO Finland
Accelerated psychiatric treatment contact
2.8
13.3
65
236
ZY010
NOMESCO Finland
Hospital outpatient
2.2
13.2
111
520
F60.9
ICD-10 Finland
Personality disorder, unspecified
3.8
13.1
40
108
IER01
NOMESCO Finland
Psychoeducation, group
5.0
13.1
28
57
IBA02
NOMESCO Finland
Evaluation of need for psychiatric rehabilitation
5.5
13.1
25
46
IGY02
NOMESCO Finland
Psychiatric monitoring contact
2.5
13.0
82
338
F32.2
ICD-10 Finland
Severe depressive episode without psychotic symptoms
2.1
13.0
134
681
X21
ICPC
Breast sympt/compl female other
2.9
12.9
60
212
N06AX21
ATC
duloxetine; oral
1.8
12.8
204
1200
ICB06, ,
NOMESCO Finland
5.0
12.7
27
55
Z01.0
ICD-10 Finland
Examination of eyes and vision
1.7
12.6
239
1478
F61.0
ICD-10 Finland
Mixed personality disorders
3.5
12.5
43
126
IFB01
NOMESCO Finland
Electroconvulsive Therapy (ECT)
5.3
12.5
25
48
L17
ICPC
Foot/toe symptom/complaint
1.6
12.4
427
3066
P99
ICPC
Psychological disorders other
2.6
12.1
72
289
R4160
NOMESCO Finland
Other therapy enhancing rehabilitation
3.5
12.0
41
120
P98
ICPC
Psychosis NOS/other
5.7
12.0
22
39
Z01.8
ICD-10 Finland
Other specified special examinations
1.6
11.9
311
2090
N05AC02
ATC
thioridazine; oral
3.6
11.9
39
111
F20.04
ICD-10 Finland
Paranoid schizophrenia with partial recurrence
5.4
11.8
23
43
F20.09
ICD-10 Finland
Paranoid schizophrenia UNS
5.4
11.8
23
43
ZXY49
NOMESCO Finland
Other health care provider
5.9
11.8
21
36
N05AL01
ATC
sulpiride; systemic
4.6
11.7
27
59
K59.0
ICD-10 Finland
Constipation
2.4
11.7
82
356
F33.10
ICD-10 Finland
Recurrent depression, moderate episode without somatic syndrome
2.0
11.6
127
660
ICB01
NOMESCO Finland
Psychiatric treatment plan, standard
2.5
11.5
75
315
E22.88
ICD-10 Finland
Other hyperfunction of pituitary gland
+∞
11.5
11
*
D44.8
ICD-10 Finland
Neoplasm of uncertain or unknown behaviour: Pluriglandular involvement
120.9
11.4
12
*
Z71.2
ICD-10 Finland
Person consulting for explanation of investigation findings
1.5
11.4
465
3453
N05AE03
ATC
sertindole; oral
11.9
11.3
20
17
AA1DG
NOMESCO Finland
Very extensive MRI examination of brain with high intensity magnet
2.8
11.3
58
216
N92.6
ICD-10 Finland
Irregular menstruation, unspecified
1.8
11.3
165
943
IER02
NOMESCO Finland
Dedicated profession-specific psychiatric intervention, group
4.3
11.3
29
69
N05BA01
ATC
diazepam; systemic, rectal
1.8
11.3
168
966
H01CB02
ATC
octreotide; parenteral
35.3
11.3
14
*
WZB00
NOMESCO Finland
Telephone prescription or other care instructions
1.5
11.3
484
3629
Z03.9
ICD-10 Finland
Observation for suspected disease or condition, unspecified
1.7
11.2
250
1612
F33.2
ICD-10 Finland
Recurrent depressive disorder, current episode severe without psychotic symptoms
2.1
11.1
102
495
F60.3
ICD-10 Finland
Emotionally unstable personality disorder
3.6
11.1
36
102
F21
ICD-10 Finland
Schizotypal disorder
5.8
11.0
20
35
AA1AD
NOMESCO Finland
CT of head and brain
1.6
11.0
289
1941
N05CF01
ATC
zopiclone; oral
1.5
11.0
385
2762
R51.80
ICD-10 Finland
Headache
1.6
10.9
285
1912
JN3AE
NOMESCO Finland
Abdominal ultrasound examination
1.8
10.8
174
1025
UJF32
NOMESCO Finland
Coloscopy
1.6
10.8
282
1892
IFA99
NOMESCO Finland
Other psychiatric pharmacotherapy service
4.5
10.8
26
59
ZXY51
NOMESCO Finland
2-person team, doctor-nurse
3.3
10.6
40
125
N06AB06
ATC
sertraline; oral
1.7
10.6
208
1296
E23.2
ICD-10 Finland
Diabetes insipidus
110.8
10.4
11
*
UJD10
NOMESCO Finland
Esophagoscopy, gastroscopy and duodenoscopy
1.5
10.4
331
2323
ZXC86
NOMESCO Finland
Use of endoscopic device
16.2
10.4
16
10
A02BC02
ATC
pantoprazole; systemic
1.4
10.2
897
7655
D35.31
ICD-10 Finland
Cyst in Rathke's pocket
23.5
10.2
14
6
EB1HA
NOMESCO Finland
Panorama tomography of teeth and jaws or similar X-ray examination
1.4
10.1
600
4766
F25.21
ICD-10 Finland
Schizoaffective syndrome, mixed type with prolonged schizophrenic than bipolar symptoms
9.2
10.0
20
22
C03CA01
ATC
furosemide; systemic
1.7
10.0
204
1283
NK6QA
NOMESCO Finland
Measurement of bone density from two or more locations with X-ray
2.2
10.0
81
375
N06AB05
ATC
paroxetine; oral
2.0
9.7
101
515
A12AX
ATC
Calcium, combinations with vitamin D and/or other drugs
1.5
9.6
344
2469
M79.6
ICD-10 Finland
Pain in limb
1.4
9.6
632
5098
X44
ICD-10 Finland
Accidental poisoning by and exposure to other and unspecified drugs, medicaments and biological substances
3.3
9.6
35
107
G47.3
ICD-10 Finland
Sleep apnoea
1.6
9.6
273
1865
ZXE03
NOMESCO Finland
Procedure duration 20 to 29 minutes
2.2
9.5
83
395
Z03.89
ICD-10 Finland
Observation for other suspected diseases and conditions
1.7
9.5
192
1203
Z35.0
ICD-10 Finland
Supervision of pregnancy with history of infertility
2.3
9.5
68
298
25320
ICD-8 Finland
Diseases of pituitary gland, Chromophobe adenoma, pituitary
+∞
9.4
9
*
A55
ICPC
General and Unspecified, Local injection/infiltration
4.4
9.3
23
53
F23.90
ICD-10 Finland
Acute and transient psychosis, unspecified without acute stress factor
8.7
9.3
19
22
ZY000
NOMESCO Finland
Hospital inpatient
3.4
9.2
33
100
ZXE06
NOMESCO Finland
Procedure duration 50 to 59 minutes
2.1
9.2
88
435
GD1AA
NOMESCO Finland
Thorax X-ray examination
1.4
9.2
504
3930
SPAT1240
SPAT
Therapeutic discussion
1.7
9.1
197
1256
P01
ICPC
Feeling anxious/nervous/tense
1.5
9.1
282
1961
WVA30, ,
SPAT
2.1
9.1
83
403
X78
ICD-10 Finland
Intentional self-harm by sharp object
4.6
9.1
21
46
F23.8
ICD-10 Finland
Other acute and transient psychotic disorders
8.4
9.1
19
23
ZXE01
NOMESCO Finland
Procedure duration 0 to 9 minutes
3.3
9.1
34
106
N92.1
ICD-10 Finland
Excessive and frequent menstruation with irregular cycle
1.8
9.0
139
809
E28.3
ICD-10 Finland
Primary ovarian failure
18.7
8.9
13
7
R07.4
ICD-10 Finland
Chest pain, unspecified
1.5
8.9
315
2252
IEY01
NOMESCO Finland
Psychoeducation, individual
4.0
8.9
25
64
F31.7
ICD-10 Finland
Bipolar affective disorder, currently in remission
2.7
8.9
45
167
Z2446
NOMESCO Finland
Social worker
2.0
8.9
97
504
121
Kela drug reimbursment
Severe hypofunction of sexual glands
3.5
8.8
30
88
N03AX16
ATC
[U] pregabalin
1.5
8.7
273
1900
L28
ICPC
Limited function/disability (L)
1.7
8.7
181
1143
F28
ICD-10 Finland
Other nonorganic psychotic disorders
9.0
8.5
17
19
IAB01
NOMESCO Finland
Psychiatric pharmacotherapy consultation
3.8
8.5
25
66
R11
ICD-10 Finland
Nausea and vomiting
1.8
8.5
132
769
D12
ICPC
Constipation
2.6
8.5
48
189
Z3231
NOMESCO Finland
Registered nurse
1.5
8.4
329
2397
BBA40
NOMESCO Finland
Subtotal parathyroidectomy
90.6
8.4
9
*
E27.4
ICD-10 Finland
Other and unspecified adrenocortical insufficiency
90.6
8.4
9
*
BBA30
NOMESCO Finland
Excision of lesion of parathyroid gland
90.6
8.4
9
*
N06AA04
ATC
clomipramine; systemic
3.5
8.4
28
81
SPAT1230
SPAT
Aid fitting and borrowing and monitoring of use
1.7
8.3
172
1084
R10.4
ICD-10 Finland
Other and unspecified abdominal pain
1.4
8.3
558
4489
ZXE05
NOMESCO Finland
Procedure duration 40 to 49 minutes
2.1
8.2
76
371
ICB03
NOMESCO Finland
Psychiatric treatment plan, monitoring
2.8
8.2
39
140
F31.20
ICD-10 Finland
Bipolar disorder, manic episode with mood-congruent psychotic symptoms
4.2
8.2
21
50
AA1BG
NOMESCO Finland
Standard MRI examination of brain with high intensity magnet
1.8
8.2
136
808
T99
ICPC
Endocr/metab/nutrit disease other
3.5
8.1
27
78
ZXE13
NOMESCO Finland
Procedure duration 90 to 119 minutes
2.2
8.1
70
333
JN1AE
NOMESCO Finland
Ultrasound examination of upper part of abdomen
1.8
8.1
124
720
R06.0
ICD-10 Finland
Dyspnoea
1.5
8.0
312
2269
K08.1
ICD-10 Finland
Loss of teeth due to accident, extraction or local periodontal disease
1.8
8.0
127
744
P28
ICPC
Limited function/disability (P)
3.9
8.0
23
60
F31
ICD-10 Finland
Bipolar affective disorder
3.2
8.0
31
99
R56.8
ICD-10 Finland
Other and unspecified convulsions
2.2
8.0
65
302
IEY08
NOMESCO Finland
Psychiatric coaching, domestic and community skills
7.3
8.0
18
25
R41.8
ICD-10 Finland
Other and unspecified symptoms and signs involving cognitive functions and awareness
2.0
7.9
90
474
3018D
ICD-9 Finland
Personality disorders, Other personality disorders[EPÄVAKAA PERSOONALLISUUS]
7.8
7.9
17
22
E66.8
ICD-10 Finland
Other obesity
1.9
7.8
106
592
K21.0
ICD-10 Finland
Gastro-oesophageal reflux disease with oesophagitis
1.8
7.8
111
629
ZXE11
NOMESCO Finland
Procedure duration 60 to 89 minutes
1.9
7.8
99
541
GD1QA
NOMESCO Finland
Supine thorax X-ray examination
1.8
7.7
125
737
ZYC05
NOMESCO Finland
Non-real-time text-based remote communication
3.2
7.7
29
91
SPAT1263
SPAT
Sampling
1.4
7.6
554
4497
Z3229
NOMESCO Finland
Other healthcare associate professional
1.9
7.6
91
488
A06AD11
ATC
lactulose; oral
1.8
7.6
123
725
IAA01
NOMESCO Finland
Assessment of need for psychiatric treatment
2.1
7.6
66
315
N03AX12
ATC
[U] gabapentin; oral
1.6
7.6
194
1290
F20.3
ICD-10 Finland
Undifferentiated schizophrenia
6.2
7.5
19
31
R41.0
ICD-10 Finland
Disorientation, unspecified
3.3
7.5
28
87
A02BC05
ATC
esomeprazole; systemic
1.4
7.5
508
4073
ZXE02
NOMESCO Finland
Procedure duration 10 to 19 minutes
2.0
7.5
74
371
F44.9
ICD-10 Finland
Dissociative [conversion] disorder, unspecified
4.3
7.5
19
45
K59.09
ICD-10 Finland
Constipation, unspecified
2.0
7.4
77
393
IGV01
NOMESCO Finland
Psychiatric network contact
3.3
7.4
27
83
H53.4
ICD-10 Finland
Visual field defects
3.0
7.4
31
104
R55
ICD-10 Finland
Syncope and collapse
1.8
7.3
108
620
2370A
ICD-9 Finland
Neoplasm of uncertain behaviour of endocrine glands and nervous system, Pituitary gland and craniopharyngeal duct
+∞
7.3
7
*
E22.2
ICD-10 Finland
Syndrome of inappropriate secretion of antidiuretic hormone
+∞
7.3
7
*
E27.3
ICD-10 Finland
Drug-induced adrenocortical insufficiency
+∞
7.3
7
*
E23
ICD-10 Finland
Hypofunction and other disorders of pituitary gland
+∞
7.3
7
*
106
Kela drug reimbursment
Hypoparathyroidism
+∞
7.3
7
*
G44.0
ICD-10 Finland
Cluster headache syndrome
3.3
7.3
26
79
F31.6
ICD-10 Finland
Bipolar affective disorder, current episode mixed
2.9
7.2
33
116
N06CA01
ATC
amitriptyline and psycholeptics; systemic
1.7
7.2
122
728
N05AX15
ATC
cariprazine; oral
5.8
7.2
19
33
IBZ02
NOMESCO Finland
Somatic assessment of psychiatric patient
4.3
7.2
18
42
F25.01
ICD-10 Finland
Schizoaffective syndrome, manic type with prolonged schizophrenic than bipolar symptoms
7.3
7.2
16
22
WX408
NOMESCO Finland
General anesthesy, balanced
1.4
7.1
304
2246
F32.10
ICD-10 Finland
Moderate depressive episode without somatic syndrome
1.6
7.1
155
990
O92.6
ICD-10 Finland
Galactorrhoea
8.8
7.1
14
16
ZXY59
NOMESCO Finland
2-person team, nurse-other special worker
10.1
7.0
13
13
E0000UV, ,
ATC
1.4
7.0
585
4834
G03DC02
ATC
norethisterone; oral
1.7
7.0
130
797
F20.39
ICD-10 Finland
Undifferentiated schizophrenia UNS
4.4
7.0
17
39
Z01.2
ICD-10 Finland
Dental examination
1.3
6.9
709
6037
S01XA20
ATC
artificial tears and other indifferent preparations; ophthalmic
1.4
6.9
490
3947
F31.8
ICD-10 Finland
Other bipolar affective disorders
2.4
6.9
44
184
N06AA10
ATC
nortriptyline; systemic
2.8
6.9
34
125
Z03.3
ICD-10 Finland
Observation for suspected nervous system disorder
2.0
6.8
75
391
F25.1
ICD-10 Finland
Schizoaffective disorder, depressive type
8.3
6.8
14
17
ZXE15
NOMESCO Finland
Procedure duration 120 to 149 minutes
2.6
6.8
37
143
XF404
NOMESCO Finland
Ambulatory ECG
1.9
6.8
81
434
H49.0
ICD-10 Finland
Third [oculomotor] nerve palsy
11.0
6.8
12
11
ICC04
NOMESCO Finland
Psychiatric treatment plan, permanent discontinuation
2.4
6.8
46
198
D01
ICPC
Abdominal pain/cramps general
1.5
6.8
199
1364
SPAT1306
SPAT
Counselling and guidance related to nutrition and weight management
1.6
6.7
162
1060
F33.9
ICD-10 Finland
Recurrent depressive disorder, unspecified
1.8
6.7
90
501
SPAT1250
SPAT
Comprehensive monitoring of chronic illness
1.5
6.7
208
1442
R04
ICPC
Breathing problem other
2.2
6.7
55
257
N06AX03
ATC
mianserin; oral
2.1
6.7
58
277
F31.0
ICD-10 Finland
Bipolar affective disorder, current episode hypomanic
2.8
6.7
32
116
EB1BI
NOMESCO Finland
Cone beam imaging of teeth and jaws (1–2 quarters)
2.7
6.6
33
122
Z01.4
ICD-10 Finland
Gynaecological examination (general)(routine)
1.4
6.6
326
2470
2968A
ICD-9 Finland
Affective psychoses, Manic-depressive psychosis, other and unspecified
5.5
6.6
18
33
NA3AA
NOMESCO Finland
Lumbar spine X-ray examination without contrast
1.8
6.6
103
601
SPAT1223
SPAT
Implementation of physical therapy rehabilitation plan
1.4
6.6
314
2364
F19.1
ICD-10 Finland
Mental and behavioural disorders due to multiple drug use and use of other psychoactive substances, harmful use
4.2
6.6
17
41
U02
ICPC
Urinary frequency/urgency
1.5
6.5
200
1384
ZXE04
NOMESCO Finland
Procedure duration 30 to 39 minutes
1.9
6.5
78
420
IFA99, ,
SPAT
6.2
6.5
16
26
O99.2
ICD-10 Finland
Endocrine, nutritional and metabolic diseases complicating pregnancy, childbirth and the puerperium
2.4
6.4
44
190
LX1AE
NOMESCO Finland
Gynecological ultrasound examination as part of clinical examination
1.5
6.4
213
1496
SPAT1243
SPAT
Psychiatric/psychological examination
2.2
6.4
54
255
WZC00
NOMESCO Finland
Treatment plan or consultation
1.3
6.4
505
4124
N05AL05
ATC
amisulpride; oral
14.4
6.4
10
7
A09
ICD-10 Finland
Other gastroenteritis and colitis of infectious and unspecified origin
1.4
6.4
280
2076
F61
ICD-10 Finland
Mixed and other personality disorders
8.2
6.3
13
16
A06AC51
ATC
ispaghula, combinations; oral
2.1
6.3
60
297
R02
ICPC
Shortness of breath/dyspnoea
1.6
6.3
151
987
-50
ICPC
Medication/prescr/renewal
2.3
6.3
47
211
I84.2
ICD-10 Finland
Internal hemorrhoids without complication
1.9
6.3
79
431
IHZ29, ,
SPAT
11.1
6.3
11
10
WYA05
NOMESCO Finland
Emergency visit or other similar visit involving procedures
1.3
6.3
678
5789
L12
ICPC
Hand/finger symptom/complaint
1.4
6.3
253
1847
SPAT1033
SPAT
Irrigation or wax removal of outer auditory canal
1.6
6.3
142
916
E21.3
ICD-10 Finland
Hyperparathyroidism, unspecified
18.1
6.3
9
5
S18
ICPC
Laceration/cut
1.3
6.3
552
4579
E23.06
ICD-10 Finland
Empty sella
+∞
6.3
6
*
E23.09
ICD-10 Finland
Pituitary insufficiency NOS
+∞
6.3
6
*
R10.3
ICD-10 Finland
Pain localized to other parts of lower abdomen
1.4
6.2
417
3318
K59.00
ICD-10 Finland
Constipation caused by slow bowel passage (SCT)
2.8
6.2
30
109
H01CB03
ATC
lanreotide; parenteral
26.8
6.2
8
*
TPH07
NOMESCO Finland
Cathetrisation of artery
1.8
6.2
94
544
IGY02, ,
SPAT
2.7
6.2
32
121
F50.9
ICD-10 Finland
Eating disorder, unspecified
2.9
6.2
27
93
G03DA02
ATC
medroxyprogesterone; systemic
1.8
6.2
93
538
N39.0
ICD-10 Finland
Urinary tract infection, site not specified
1.5
6.1
194
1349
SPAT1296
SPAT
Other function in accordance with occupational therapy nomenclature
5.8
6.1
16
28
P73
ICPC
Affective psychosis
5.8
6.1
16
28
E66.01
ICD-10 Finland
Obesity due to excess calories
1.5
6.1
167
1125
ZXY82
NOMESCO Finland
Nurse in multidisciplinary team
4.1
6.1
16
39
N62
ICD-10 Finland
Hypertrophy of breast
1.9
6.1
74
400
F33.3
ICD-10 Finland
Recurrent depressive disorder, current episode severe with psychotic symptoms
8.6
6.1
12
14
SPAT1310
SPAT
Counselling related to known health issue
1.4
6.0
397
3148
A04AA01
ATC
ondansetron; systemic, rectal
1.7
6.0
98
579

LabWAS

OMOP Concept
People with measurements
Mean N measurements
Mean measured value
(ID) Name
N Cases
N Controls
OR
-log10(p)
cases
controls
cases
controls
unit
-log10(p)
N cases
N controls
739
832
16.97
307.65
6.3
1.4
712.34
290.27
mu/l
11.58
713
750
346
38
119.05
307.65
2.0
1.1
—
—
—
0
0
621
1242
7.96
307.65
3.9
1.8
371.00
382.72
nmol/l
0.85
606
1163
381
469
10.64
301.79
1.8
1.2
7.64
10.95
u/l
4.02
307
378
274
243
13.65
271.05
5.2
1.3
764.54
374.98
mu/l
3.87
257
195
148
119
13.73
153.48
1.5
1.2
25.01
23.76
ng/l
0.16
148
119
285
603
5.63
131.55
5.4
1.9
9.05
11.58
nmol/l
5.17
269
562
214
404
6.04
110.89
1.6
1.3
0.30
0.48
nmol/l
2.53
167
334
131
177
8.03
92.79
3.3
1.5
153.53
196.83
pmol/l
2.46
126
163
373
1402
3.23
75.56
1.7
1.3
16.16
26.00
iu/l
8.85
309
1214
134
350
4.11
46.09
1.9
1.3
13.49
24.82
u/l
5.64
121
290
1317
10745
3.32
43.67
7.5
4.6
14.45
14.33
pmol/l
1.03
1274
10157
714
4672
2.03
38.01
7.7
5.5
1.22
1.21
mmol/l
1.66
678
4356
782
5309
2.02
37.28
8.7
6.0
1.22
1.21
mmol/l
1.51
685
4637
528
3133
2.07
36.45
5.1
3.3
7.40
7.40
ph
0.13
386
2164
229
979
2.59
34.32
3.0
3.7
4.40
4.62
pmol/l
3.22
213
889
45
60
7.71
31.95
1.4
1.4
1.76
1.71
nmol/l
0.03
38
42
31
31
10.20
27.44
1.4
1.1
—
—
—
0
0
1376
12223
3.21
25.66
8.4
5.4
1.70
1.78
mu/l
1.96
1338
11683
55
118
4.80
24.20
9.9
14.3
0.60
0.63
mmol/l
0.28
49
107
654
4800
1.66
19.21
5.2
4.5
36.49
36.94
g/l
1.32
613
4555
1101
9253
1.77
19.19
8.8
7.4
75.18
74.49
u/l
0.25
1066
8836
559
3945
1.68
19.08
3.4
3.2
2.34
2.35
mmol/l
0.12
515
3653
1377
12527
2.77
18.96
20.0
12.5
139.74
139.61
mmol/l
1.54
1357
12284
46
105
4.49
18.79
2.2
1.4
288.13
281.12
mosm/kgh2o
1.28
40
80
1376
12555
2.69
18.04
20.1
12.6
3.92
3.92
mmol/l
0.08
1355
12277
53
141
3.86
17.71
2.3
1.9
4.02
4.84
mmol/24h
1.40
48
131
570
4104
1.64
17.63
7.1
6.3
—
—
—
0
0
143
663
2.28
17.49
4.7
3.2
91.97
70.92
ng/l
0.85
125
603
850
6809
1.59
16.44
6.1
4.4
6.17
6.37
mmol/l
3.00
799
6290
252
1475
1.86
16.25
1.9
1.6
1175.36
1167.18
nmol/l
0.04
207
1151
23
13
17.95
15.16
1.5
1.2
—
—
—
0
0
213
1210
1.89
15.01
7.3
5.7
1.02
1.04
mmol/l
0.63
198
1125
515
3758
1.57
14.31
3.2
2.5
52.79
58.25
u/l
1.58
480
3513
427
2982
1.61
14.30
1.8
1.6
19.73
20.39
nmol/l
0.41
374
2643
737
5842
1.53
13.96
3.1
2.4
73.61
74.60
nmol/l
0.49
695
5473
212
1243
1.83
13.45
2.6
2.2
7121.64
6369.67
u/l
0.12
65
508
268
1701
1.71
12.89
2.8
2.2
2.48
2.43
g/l
0.69
239
1588
1270
11498
1.81
12.88
6.0
4.9
37.44
37.58
mmol/mol
0.26
1221
11016
889
7414
1.51
12.69
14.4
9.3
4.03
3.96
e9/l
0.42
794
6504
24
45
5.41
12.32
1.1
1.2
67.67
66.96
nmol/24h
0.02
24
45
622
4849
1.49
12.19
2.2
1.9
100.52
98.04
pmol/l
0.64
344
2644
1421
13475
3.09
11.75
21.4
14.3
72.50
69.11
umol/l
2.99
1408
13346
1297
11888
1.82
11.65
5.4
4.2
5.67
5.68
mmol/l
0.11
1243
11239
142
773
1.93
11.30
4.1
2.6
1.23
1.23
mmol/l
0.61
126
662
319
2191
1.58
11.06
1.6
1.6
28364102.09
49534584.49
pmol/l
0.29
275
1932
435
3217
1.50
10.72
2.7
2.2
2.56
2.61
mg/l
0.21
371
2843
758
6251
1.44
10.57
7.3
6.1
56.26
56.66
%
0.47
729
5999
438
3269
1.49
10.23
3.5
2.1
166.72
163.05
u/l
0.05
419
3130
298
2061
1.56
9.92
2.6
2.5
2.43
2.42
mmol/l
1.55
260
1845
762
6343
1.42
9.78
7.8
6.2
29.36
29.21
%
0.17
732
6052
643
5206
1.42
9.58
1.9
1.8
1.45
1.34
mmol/l
2.38
545
4570
273
1868
1.57
9.49
3.0
2.2
13.68
14.57
umol/l
1.22
252
1752
822
6959
1.42
9.44
8.3
6.5
0.18
0.18
e9/l
0.14
719
6212
737
6130
1.41
9.33
7.9
6.3
8.40
8.35
%
0.18
702
5793
878
7542
1.41
9.14
3.8
3.2
86.55
80.10
ug/l
0.26
829
7221
734
6115
1.40
9.12
7.9
6.2
2.75
2.75
%
0.03
696
5766
294
2063
1.53
9.10
3.3
2.5
510.71
526.72
mosm/kgh2o
0.54
257
1805
251
1702
1.57
9.05
3.8
3.5
0.82
0.82
mmol/l
0.14
237
1622
733
6112
1.40
9.03
8.0
6.3
0.71
0.68
%
0.68
693
5753
229
1522
1.60
8.99
3.0
2.3
21.89
24.13
%
1.82
205
1426
482
3750
1.43
8.79
1.4
1.3
1.56
1.54
u/ml
0.01
135
1096
120
672
1.86
8.76
4.5
2.5
—
—
—
0
0
811
6904
1.39
8.70
8.0
6.3
1.94
1.96
e9/l
0.20
722
6218
792
6730
1.39
8.51
7.8
6.3
0.04
0.04
e9/l
0.22
688
5890
701
5849
1.38
8.36
13.8
9.4
0.00
0.00
e9/l
0.63
593
4775
460
3575
1.42
8.35
3.7
3.3
8.03
7.94
mmol/l
0.14
398
3137
128
745
1.79
8.25
3.3
1.8
—
—
—
0
0
120
685
1.82
8.25
2.8
2.8
66.62
67.49
g/l
0.69
112
650
789
6721
1.38
8.23
7.9
6.3
0.54
0.54
e9/l
0.49
687
5887
243
1672
1.54
8.16
1.2
1.2
—
—
—
0
0
562
4546
1.38
7.99
3.7
3.2
27.35
28.75
u/l
0.75
534
4338
80
403
2.04
7.97
4.2
2.2
—
—
—
0
0
314
2290
1.47
7.97
3.7
3.0
656.44
740.93
ng/l
0.33
261
1888
120
693
1.80
7.94
2.3
2.8
72.36
72.17
e9/l
0.02
83
477
1356
12835
1.80
7.70
17.7
12.2
18.72
20.41
mg/l
1.28
1114
10365
19
44
4.36
7.69
2.6
2.2
16.09
16.67
umol/l
0.08
19
44
102
567
1.86
7.64
3.4
3.2
7.42
7.42
ph
0.19
84
484
114
656
1.80
7.64
1.5
1.3
—
—
—
0
0
1066
9599
1.41
7.62
4.1
3.1
41.32
37.24
u/l
0.91
1028
9266
460
3624
1.39
7.57
3.9
2.9
58.65
97.32
e6/l
0.52
359
2683
446
3501
1.39
7.49
3.5
2.5
—
—
—
0
0
149
936
1.66
7.31
3.1
1.8
—
—
—
0
0
327
2443
1.44
7.24
3.3
2.4
6.99
7.98
e6/l
0.64
298
2208
148
932
1.65
7.19
3.1
1.8
—
—
—
0
0
95
527
1.86
7.17
2.7
2.3
—
—
—
0
0
149
941
1.65
7.16
3.2
1.8
—
—
—
0
0
402
3122
1.40
7.13
3.9
2.8
0.25
0.33
e6/l
0.59
301
2203
717
6111
1.34
6.98
6.8
6.0
9.87
10.26
umol/l
0.53
681
5836
14
17
8.30
6.83
1.7
1.1
5.85
3.84
nmol/l
1.70
14
17
137
858
1.66
6.80
9.3
8.1
1.10
1.28
mmol/l
2.67
137
842
137
865
1.64
6.59
3.2
1.8
—
—
—
0
0
152
985
1.61
6.59
2.4
2.7
1.77
1.75
%
0.10
130
893
145
929
1.62
6.58
3.0
1.8
—
—
—
0
0
543
4475
1.34
6.50
10.3
8.5
1.11
1.12
inr
0.35
455
3687
342
2624
1.40
6.43
5.0
3.9
—
—
—
0
0
88
494
1.83
6.42
1.2
1.2
—
—
—
0
0
32
121
2.68
6.18
1.3
1.2
—
—
nmol/l
—
0
0
158
1051
1.56
6.13
4.2
3.4
—
—
—
0
0
83
466
1.83
6.07
1.7
2.3
1.93
4.36
iu/l
6.60
37
212
22
68
3.27
6.01
4.3
3.8
109.08
156.68
umol/l
0.48
12
38
404
3217
1.35
5.98
1.5
1.5
2.18
2.20
g/l
0.10
254
2154
463
3768
1.34
5.91
8.7
5.8
—
—
—
0
0
280
2105
1.41
5.88
1.9
2.6
83.94
100.71
ug/g
0.86
214
1687
23
75
3.10
5.78
2.1
1.8
—
—
—
0
0
234
1709
1.44
5.77
4.1
3.0
4.04
4.71
e9/l
1.43
202
1542
12
16
7.55
5.63
2.2
2.1
—
—
—
0
0
1446
14137
3.56
5.63
30.4
18.9
266.59
263.65
e9/l
1.01
1431
13946
1261
11876
1.46
5.62
4.3
3.7
1.31
1.22
mmol/l
4.28
1198
11295
1446
14140
3.54
5.56
30.2
18.8
90.03
90.39
fl
2.77
1439
14050
122
782
1.61
5.55
11.9
9.7
—
—
—
0
0
1446
14141
3.53
5.54
30.1
18.8
29.94
30.12
pg
4.32
1439
14051
1446
14142
3.52
5.52
30.8
19.2
40.40
40.36
%
0.13
1439
14046
1446
14143
3.52
5.50
30.2
18.9
4.51
4.51
e12/l
0.02
1428
13925
193
1371
1.47
5.50
1.3
1.3
—
—
—
0
0
625
5343
1.30
5.49
2.0
2.0
—
—
—
0
0
34
141
2.45
5.48
1.5
1.3
73.00
64.69
mmol/l
0.47
29
121
191
1355
1.47
5.48
1.3
1.3
119.28
148.69
u/ml
0.52
72
531
1446
14145
3.50
5.46
30.3
18.9
6.66
6.71
e9/l
0.34
1428
13917
145
972
1.55
5.45
9.4
9.4
1.38
0.79
mmol/l
1.27
121
786
135
892
1.57
5.41
5.2
3.5
2.05
1.77
mmol/l
0.51
124
779
930
8384
1.30
5.39
5.8
4.0
38.91
2067.82
e6/l
1.65
11
102
1446
14151
3.45
5.33
30.5
19.0
134.22
134.92
g/l
1.36
1440
14059
1395
13469
1.81
5.25
13.2
10.3
26.09
25.06
u/l
1.52
1368
13191
145
983
1.53
5.18
9.4
9.4
7.42
7.42
ph
0.42
83
547
1392
13438
1.78
5.15
16.6
10.7
—
—
—
0
0
177
1254
1.47
5.11
1.2
1.2
—
—
—
0
0
41
191
2.18
5.10
5.4
2.4
—
—
—
0
0
468
3880
1.30
5.09
4.8
2.9
27.79
49.09
ng/l
0.50
255
2023
145
987
1.52
5.09
9.4
9.3
5.23
5.07
kpa
1.43
138
947
145
987
1.52
5.09
9.4
9.3
12.73
13.13
kpa
0.37
137
947
785
6956
1.28
5.04
4.3
3.4
0.01
0.00
estimate
0.66
173
1401
151
1042
1.50
4.97
5.5
4.5
1.00
1.09
%
0.11
53
265
530
4487
1.28
4.86
4.9
3.4
62.56
82.82
e6/l
0.42
380
2923
250
1905
1.38
4.80
3.2
2.5
1.07
0.92
e6/l
0.32
138
931
147
1021
1.49
4.69
3.2
2.7
10.48
10.55
g/l
0.08
129
952
59
324
1.86
4.69
3.6
3.9
1.48
1.25
mg/l
1.60
52
299
232
1754
1.38
4.67
3.3
2.6
5.13
3.77
e6/l
0.73
118
791
33
146
2.29
4.66
1.3
1.2
0.55
12.87
nmol/l
0.50
33
138
144
999
1.49
4.63
5.6
4.6
0.04
0.12
%
1.41
47
221
368
2991
1.31
4.56
4.5
3.6
97.57
95.78
%
0.74
363
2924
137
944
1.50
4.55
4.8
3.3
7.36
7.35
ph
0.54
112
698
786
7024
1.26
4.47
4.4
3.4
0.00
5.68
estimate
1.58
176
1413
37
175
2.14
4.47
5.3
2.5
2.40
2.28
mmol/l
0.10
25
109
56
308
1.85
4.45
1.1
1.5
260.32
13.85
e6/l
0.48
38
231
38
182
2.12
4.45
3.5
2.2
7.04
6.53
pmol/l
0.28
38
182
251
1938
1.36
4.42
3.8
3.2
621.98
356.17
ng/l
0.27
156
1134
53
289
1.87
4.33
1.2
1.5
—
—
—
0
0
789
7070
1.25
4.32
4.4
3.5
0.00
0.23
estimate
0.52
169
1362
133
924
1.48
4.25
5.4
3.5
7.38
7.38
ph
0.50
80
508
81
503
1.65
4.23
2.3
1.8
—
—
—
0
0
138
967
1.47
4.23
2.2
2.4
0.22
0.22
g/l
0.11
125
916
1320
12655
1.45
4.23
5.7
4.7
2.85
2.84
mmol/l
0.10
1267
12097
266
2086
1.34
4.22
1.9
1.6
—
—
—
0
0
206
1553
1.38
4.21
1.7
1.4
—
—
—
0
0
56
314
1.81
4.20
1.2
1.5
1326.95
1130.94
e6/l
0.05
42
246
82
512
1.64
4.20
12.2
11.6
24.61
24.29
mmol/l
0.49
82
505
1312
12569
1.44
4.17
5.2
4.3
4.73
4.78
mmol/l
1.18
1260
12064
140
989
1.46
4.12
5.5
4.4
0.58
0.69
%
0.25
48
246
365
3002
1.29
4.09
3.6
3.5
47.19
48.59
mg/l
0.04
217
1928
1307
12529
1.41
3.98
5.1
4.3
1.44
1.51
mmol/l
7.91
1253
11971
31
144
2.18
3.94
1.0
1.7
—
—
—
0
0
28
125
2.26
3.91
1.2
1.2
0.19
0.32
nmol/l
0.39
20
87
46
252
1.85
3.74
1.8
2.3
—
—
—
0
0
159
1172
1.40
3.72
1.8
2.0
0.15
0.03
estimate
0.56
33
265
367
3059
1.27
3.65
4.2
4.1
6.86
8.93
mg/mmol
0.49
219
1937
204
1573
1.35
3.62
2.3
1.9
—
—
—
0
0
357
2971
1.27
3.59
2.4
2.4
318.57
312.17
umol/l
0.50
311
2664
41
220
1.89
3.57
4.2
3.7
31.01
66.13
mg/l
0.73
33
196
188
1437
1.35
3.53
2.2
1.6
—
—
—
0
0
50
287
1.77
3.52
2.3
3.0
1.56
2.17
index
0.42
25
152
139
1012
1.41
3.50
2.4
2.4
21.11
19.72
au/ml
0.04
12
135
22
94
2.36
3.42
9.9
4.9
8.85
7.23
mmol/l
0.39
14
77
80
525
1.55
3.38
2.8
2.6
1.02
1.02
ratio
0.06
69
469
21
89
2.38
3.32
1.4
2.0
1.02
0.98
%
0.13
13
49
40
220
1.84
3.25
4.3
3.7
24.88
27.96
mg/l
0.36
33
195
138
1019
1.39
3.22
6.0
4.9
0.03
0.55
%
0.72
36
201
62
388
1.62
3.21
3.3
3.6
—
—
—
0
0
180
1396
1.33
3.08
2.9
2.5
7.27
6.51
umol/l
0.23
142
1202
83
563
1.50
3.05
5.4
3.4
24.64
24.23
mmol/l
0.69
83
558
61
387
1.60
3.01
1.2
1.2
82.00
94.88
titre
—
5
43
15
57
2.65
2.97
1.1
1.1
0.08
2.15
u/ml
—
7
36
46
749
0.60
2.96
1.2
1.1
1.56
1.58
g/l
0.19
46
749
56
350
1.62
2.94
1.4
1.4
236.74
303.25
ug/g
1.61
30
186
82
560
1.49
2.93
3.0
2.9
114.49
125.15
ng/l
0.12
71
497
47
759
0.61
2.92
1.2
1.1
0.82
0.88
g/l
1.13
47
759
10
27
3.72
2.88
1.9
1.9
46.20
55.85
ug/l
—
10
27
628
5647
1.20
2.88
3.9
3.1
6.29
6.22
ph
0.78
359
3332
39
222
1.78
2.87
1.2
1.2
—
—
—
0
0
20
89
2.26
2.87
6.5
3.1
—
—
—
0
0
51
314
1.65
2.85
3.4
3.7
24.76
24.83
mmol/l
0.06
45
296
42
248
1.71
2.74
1.5
1.3
4.22
4.18
u/ml
0.01
18
112
189
1504
1.29
2.70
5.6
4.7
1.36
2.19
ug/l
2.32
177
1370
176
1389
1.30
2.68
1.6
1.5
—
—
—
0
0
56
359
1.58
2.68
1.9
2.3
10.03
10.73
mg/l
0.35
50
344
108
795
1.39
2.61
1.7
1.8
1.40
1.47
g/l
0.12
100
742
34
192
1.79
2.60
4.8
3.5
15.91
2.09
ratio
0.64
18
115
465
4100
1.20
2.59
2.3
2.1
—
—
—
0
0
25
128
1.97
2.56
1.4
1.6
—
—
—
0
0
124
938
1.35
2.54
1.3
1.3
113.00
33.32
au/ml
—
6
62
40
239
1.69
2.53
3.2
2.4
59.68
61.71
%
0.27
40
234
32
180
1.80
2.48
3.0
2.3
—
—
—
0
0
43
264
1.65
2.46
1.1
1.1
—
—
—
0
0
22
110
2.02
2.41
1.1
1.2
—
—
—
0
0
461
4087
1.19
2.38
3.5
2.7
0.01
0.08
estimate
0.85
152
1174
423
3726
1.19
2.35
4.4
3.6
0.00
0.00
estimate
1.47
174
1352
128
986
1.33
2.34
1.2
1.2
—
—
—
0
0
19
91
2.10
2.33
3.0
2.7
504.64
467.39
e6/l
0.16
14
77
91
665
1.39
2.32
1.9
1.6
0.15
0.30
mg/l
4.23
38
291
358
3110
1.20
2.31
1.9
1.8
0.87
0.91
mg/l
0.12
282
2360
60
406
1.50
2.29
1.2
1.3
—
—
—
0
0
52
341
1.54
2.29
1.7
2.0
1.32
1.39
g/l
0.22
43
300
6
13
4.63
2.27
1.3
1.6
39.73
47.45
nmol/l
—
6
13
89
653
1.39
2.23
7.8
2.2
5.29
6.62
ug/l
0.29
76
590
5
9
5.57
2.21
1.2
1.9
234.00
435.00
ug/l
—
5
9
1177
11309
1.21
2.21
23.9
14.8
13.44
13.36
%
1.52
1167
11171
318
2750
1.20
2.15
1.4
1.3
6.42
9.50
u/ml
0.54
121
1157
26
145
1.81
2.11
1.4
1.4
—
—
—
0
0
26
145
1.81
2.11
1.4
1.4
2.55
3.01
g/l
1.44
15
102
26
145
1.81
2.11
1.4
1.4
0.31
0.36
g/l
0.47
15
103
26
145
1.81
2.11
1.4
1.4
6.33
6.59
g/l
0.19
15
103
72
515
1.42
2.10
2.2
2.1
20.18
20.32
s
0.13
61
450
154
1899
0.79
2.08
1.3
1.3
—
—
—
0
0
25
139
1.81
2.05
5.9
4.1
—
—
—
0
0
50
727
0.68
2.00
1.5
1.6
—
—
—
0
0
69
495
1.41
1.99
2.3
2.2
—
—
—
0
0
107
824
1.32
1.99
1.3
1.2
—
—
—
0
0
145
1164
1.27
1.98
3.3
2.4
30.50
40.80
u/l
1.41
125
973
394
4414
0.85
1.97
1.6
1.7
—
—
—
0
0
7
21
3.34
1.96
2.9
2.1
—
—
—
0
0
26
150
1.75
1.91
2.4
1.6
—
—
—
0
0
20
106
1.90
1.91
1.6
1.4
—
—
—
0
0
16
78
2.06
1.91
2.8
2.2
—
—
—
0
0
40
259
1.56
1.91
1.2
1.1
—
—
—
0
0
61
432
1.43
1.90
1.3
1.3
—
—
—
0
0
37
236
1.58
1.88
1.4
1.8
0.66
0.73
g/l
0.19
22
186
50
712
0.69
1.81
1.4
1.5
—
—
—
0
0
9
35
2.58
1.80
1.1
1.1
—
—
—
0
0
9
35
2.58
1.80
1.0
1.0
—
—
—
0
0
11
47
2.35
1.78
1.4
1.4
107.00
162.09
pmol/l
1.06
11
47
588
5414
1.14
1.76
4.2
3.2
0.02
0.02
estimate
0.09
149
1169
18
95
1.91
1.75
1.4
2.0
31.72
32.12
pg
0.10
18
95
120
957
1.28
1.75
1.5
1.4
—
—
—
0
0
42
282
1.50
1.73
1.5
1.4
137.09
156.29
au/ml
0.49
12
78
196
1657
1.21
1.70
1.2
1.2
—
—
—
0
0
81
1053
0.76
1.68
1.4
1.4
—
—
—
0
0
50
699
0.71
1.66
1.4
1.5
1.13
1.28
mm
2.46
39
500
44
303
1.47
1.62
1.7
1.4
—
—
—
0
0
108
860
1.28
1.61
2.9
2.2
0.41
0.24
e6/l
0.54
103
812
10
43
2.33
1.59
2.7
1.7
97.50
88.58
ng/l
—
10
43
33
215
1.55
1.57
2.2
2.0
132.96
133.14
g/l
0.01
26
173
449
4089
1.14
1.55
2.5
2.1
—
—
—
0
0
8
33
2.43
1.54
1.0
1.0
—
—
—
0
0
29
185
1.58
1.52
1.6
1.3
—
—
—
0
0
16
86
1.87
1.50
1.6
3.3
486.00
1281.74
mg
2.22
16
86
380
3428
1.15
1.50
5.4
4.3
—
—
—
0
0
12
58
2.08
1.49
1.2
1.5
129.17
144.72
nmol/l
0.53
12
58
9
37
2.44
1.48
1.6
2.1
28.11
27.16
%
—
9
37
9
37
2.44
1.48
1.7
1.6
—
—
—
0
0
133
1599
0.81
1.47
1.5
1.6
953.38
1007.32
mu/l
0.28
119
1338
14
73
1.93
1.44
1.1
1.2
—
—
—
0
0
9
39
2.32
1.43
1.4
1.2
—
—
—
0
0
377
3412
1.14
1.42
1.9
1.7
—
—
—
0
0
342
3078
1.15
1.40
4.3
3.5
1.02
1.51
kg/l
0.50
228
2036
12
61
1.98
1.33
1.2
1.5
134.33
149.62
mmol/24h
0.51
12
61
77
606
1.29
1.30
1.8
2.1
0.00
0.01
estimate
0.80
29
215
8
34
2.36
1.29
4.6
3.8
—
—
—
0
0
60
458
1.32
1.27
1.0
1.1
7.13
5.56
eliau/ml
—
6
73
248
2201
1.15
1.24
1.5
1.4
413.09
552.89
titre
0.66
55
450
178
2045
0.85
1.22
1.7
1.8
3.47
3.36
ratio
0.58
130
1519
100
820
1.24
1.21
1.1
1.1
—
—
—
0
0
24
156
1.55
1.20
1.0
1.1
—
—
—
0
0
12
64
1.88
1.18
1.3
1.4
2.23
2.02
umol/l
0.42
12
56
97
797
1.23
1.17
1.4
1.3
252.69
229.88
miu/ml
0.20
42
421
0
36
0.00
1.14
0.0
5.3
—
83.85
—
0
27
109
910
1.21
1.13
3.4
2.8
0.64
0.70
ug/l
0.49
72
526
77
620
1.26
1.11
1.3
1.3
0.20
0.99
u/ml
—
6
43
5
21
2.39
1.09
8.0
6.2
8.40
9.43
%
—
5
21
5
21
2.39
1.09
4.0
3.1
23.60
42.19
%
—
5
21
18
112
1.61
1.09
1.9
1.6
52.18
54.91
%
0.09
11
68
224
2504
0.88
1.07
1.6
1.5
—
—
—
0
0
340
3113
1.12
1.06
4.4
3.4
—
0.30
—
0
20
326
2978
1.12
1.06
1.5
1.3
25.20
24.55
iu/ml
0.05
85
865
132
1131
1.18
1.05
1.4
1.3
758.25
218.84
u/ml
0.39
118
1056
5
22
2.28
1.03
1.2
1.0
—
—
—
0
0
9
48
1.88
1.00
1.4
1.8
0.00
0.06
estimate
—
9
48
331
3036
1.12
1.00
2.6
2.1
—
—
—
0
0
7
35
2.00
1.00
2.3
2.2
41.80
42.07
g/l
—
7
35
15
93
1.62
0.94
1.1
1.5
10.23
10.49
umol/l
0.07
15
84
12
71
1.70
0.89
1.2
1.2
—
—
—
0
0
76
911
0.83
0.88
1.4
1.5
61.18
59.90
ug/l
0.08
70
762
73
603
1.22
0.88
1.4
1.3
—
—
—
0
0
35
264
1.33
0.86
1.1
1.2
—
—
—
0
0
29
213
1.37
0.84
3.4
3.7
4.41
4.07
e9/l
0.58
29
213
8
45
1.78
0.84
1.1
1.2
—
—
—
0
0
8
45
1.78
0.84
1.3
1.3
—
—
—
0
0
18
121
1.49
0.83
1.1
1.0
—
—
—
0
0
17
113
1.51
0.82
3.5
2.6
0.78
1.43
g/24h
—
10
75
6
32
1.88
0.82
2.5
1.7
—
—
—
0
0
17
114
1.50
0.79
1.2
1.2
0.50
0.63
ratio
—
10
63
16
106
1.52
0.79
1.6
1.2
—
79.70
—
0
6
16
106
1.52
0.79
1.0
1.1
127.69
111.18
pmol/l
0.76
16
106
14
90
1.56
0.78
1.3
1.6
0.55
0.48
e9/l
0.30
14
90
46
367
1.26
0.78
2.3
3.8
226.70
275.89
mg/l
0.19
20
150
41
323
1.28
0.76
1.4
1.3
210.38
241.05
u/ml
0.38
28
209
35
270
1.30
0.76
5.0
4.1
1.15
1.41
mmol/l
1.48
35
264
10
59
1.70
0.76
1.0
1.1
—
13.50
—
0
11
20
141
1.42
0.74
1.3
1.2
0.07
0.56
u/ml
0.89
14
65
5
24
2.09
0.74
2.6
2.7
0.54
0.62
mmol/l
—
5
24
14
92
1.53
0.72
1.4
1.5
5.53
5.59
mmol/l
0.06
14
92
9
57
1.58
0.71
1.0
1.0
—
—
—
0
0
16
109
1.47
0.71
1.1
1.1
—
—
—
0
0
20
275
0.72
0.71
1.0
1.1
—
—
—
0
0
5
27
1.85
0.68
1.0
1.1
54.60
37.25
%
—
5
22
26
197
1.33
0.66
2.7
2.6
48.57
137.39
ug/min
1.33
14
130
5
29
1.73
0.64
1.6
1.2
8.96
12.07
mmol/l
—
5
29
0
22
0.00
0.59
0.0
1.4
—
66.18
—
0
22
102
906
1.14
0.58
2.0
1.9
—
—
—
0
0
102
1145
0.88
0.58
1.6
1.7
—
—
—
0
0
55
466
1.19
0.57
1.4
1.3
16.47
11.37
u/ml
—
7
76
13
90
1.45
0.55
1.4
1.3
76.77
70.48
umol/l
0.18
13
90
12
171
0.70
0.55
1.7
1.4
—
—
—
0
0
12
171
0.70
0.55
1.7
1.4
—
—
—
0
0
12
171
0.70
0.55
1.7
1.4
—
—
—
0
0
12
171
0.70
0.55
1.7
1.4
—
—
—
0
0
12
82
1.47
0.54
1.4
1.2
—
—
—
0
0
11
74
1.49
0.53
1.5
1.5
36.84
34.74
g/l
0.20
11
66
9
62
1.45
0.53
2.3
3.8
1.00
0.76
index
—
9
62
12
83
1.45
0.52
1.2
1.2
—
—
—
0
0
6
40
1.50
0.51
1.5
4.1
15.53
17.29
%
—
6
40
36
297
1.22
0.50
1.1
1.1
—
—
—
0
0
35
422
0.83
0.50
1.4
1.4
51.06
116.55
pmol/l
1.52
35
414
145
1579
0.91
0.50
1.5
1.6
3.47
3.45
mmol/l
0.06
103
1060
14
101
1.39
0.49
2.6
2.3
—
—
—
0
0
11
76
1.45
0.48
2.8
2.5
—
—
—
0
0
573
5924
0.95
0.47
2.9
2.6
—
—
—
0
0
25
201
1.25
0.45
4.6
3.5
—
—
—
0
0
24
192
1.25
0.45
1.8
1.7
—
—
—
0
0
9
127
0.71
0.43
1.1
1.2
—
—
—
0
0
5
31
1.61
0.43
1.4
1.4
7.40
7.34
ph
—
5
21
5
32
1.56
0.42
1.4
1.4
—
—
—
0
0
34
286
1.19
0.41
5.2
3.3
57.57
57.88
%
0.07
34
286
5
33
1.52
0.41
1.4
1.3
21.72
17.42
umol/l
—
5
25
8
60
1.34
0.40
1.3
1.2
165.00
413.40
u/l
—
8
53
0
18
0.00
0.40
0.0
1.2
—
—
—
0
0
17
215
0.79
0.39
1.4
1.6
7.58
7.60
mmol/l
0.02
17
208
15
115
1.31
0.39
1.6
2.3
—
—
—
0
0
11
80
1.38
0.38
1.3
1.3
5.27
6.20
mmol/l
1.50
11
74
32
271
1.18
0.37
1.6
1.7
12711.86
10409.07
e6/l
0.19
21
199
10
135
0.74
0.36
1.1
1.1
5.16
5.70
iu/ml
—
5
43
12
90
1.34
0.36
1.0
1.1
1453.00
1531.95
miu/ml
0.11
12
90
79
718
1.11
0.35
1.1
1.1
—
—
—
0
0
289
2766
1.06
0.35
1.9
1.8
—
—
—
0
0
118
1095
1.08
0.34
2.5
2.0
6.24
6.16
ph
0.40
71
683
46
405
1.14
0.34
1.2
1.3
—
—
—
0
0
20
164
1.22
0.32
1.1
1.2
17.31
20.09
u/l
0.24
14
142
11
83
1.33
0.32
1.4
1.3
5.75
6.72
u/l
0.37
11
70
33
287
1.15
0.30
1.0
1.1
2.09
2.19
eliau/ml
0.05
17
153
16
196
0.81
0.30
1.4
1.5
—
—
—
0
0
45
403
1.12
0.28
1.1
1.1
1.85
1.33
u/ml
0.13
20
168
8
64
1.25
0.27
1.4
1.5
35.25
29.21
umol/l
—
8
56
5
72
0.69
0.26
1.0
1.2
—
—
—
0
0
48
434
1.11
0.26
1.0
1.1
—
—
—
0
0
13
105
1.24
0.25
1.0
1.2
—
185.00
—
0
16
14
115
1.22
0.23
1.0
1.0
—
—
—
0
0
5
40
1.25
0.22
1.0
1.1
0.00
0.15
u/ml
—
5
40
37
410
0.90
0.22
1.6
1.8
—
—
—
0
0
0
11
0.00
0.21
0.0
1.2
—
16.16
—
0
11
0
12
0.00
0.21
0.0
1.1
—
1.45
—
0
7
0
13
0.00
0.21
0.0
1.6
—
—
—
0
0
0
13
0.00
0.21
0.0
2.5
—
—
—
0
0
42
383
1.10
0.20
1.3
1.2
—
—
—
0
0
0
14
0.00
0.20
0.0
1.0
—
0.00
—
0
5
0
14
0.00
0.20
0.0
1.1
—
1.91
—
0
7
0
14
0.00
0.20
0.0
6.8
—
0.26
—
0
14
46
423
1.09
0.19
1.1
1.1
5.24
6.15
u/ml
0.10
21
237
11
132
0.83
0.18
1.0
1.1
—
—
—
0
0
7
60
1.17
0.17
1.4
1.8
—
—
—
0
0
5
66
0.76
0.17
1.0
1.1
—
—
—
0
0
93
886
1.05
0.16
4.1
4.5
4.28
28.96
ug/l
1.49
72
679
21
235
0.89
0.16
1.3
1.4
6.77
7.02
mmol/l
0.34
21
211
39
361
1.08
0.15
2.7
2.3
4.65
4.69
umol/l
0.02
28
267
51
478
1.07
0.15
1.2
1.1
0.40
2.82
u/ml
5.55
27
250
189
1836
1.03
0.15
1.8
1.9
—
—
—
0
0
70
665
1.06
0.14
1.9
2.0
4.86
6.38
iu/ml
0.23
12
161
8
98
0.82
0.13
1.3
1.2
17.50
7.89
mm/h
—
8
98
603
6100
0.98
0.13
2.9
2.6
—
—
estimate
—
0
0
12
105
1.14
0.11
1.5
1.2
—
—
—
0
0
38
359
1.06
0.10
1.1
1.1
0.95
4.59
u/ml
3.45
17
170
5
45
1.11
0.09
1.6
3.4
8.08
8.12
mmol/l
—
5
45
37
390
0.95
0.09
12.2
8.0
—
—
—
0
0
5
62
0.81
0.08
3.4
3.6
11.13
8.38
mg/l
—
5
54
5
62
0.81
0.08
1.2
1.1
—
—
—
0
0
21
196
1.07
0.07
2.4
2.1
—
—
—
0
0
39
407
0.96
0.06
1.2
1.1
0.60
1.74
u/ml
2.03
20
197
14
130
1.08
0.04
1.4
1.1
—
—
—
0
0
15
140
1.07
0.04
1.1
1.1
—
—
—
0
0
11
101
1.09
0.04
1.1
1.5
—
—
—
0
0
39
379
1.03
0.03
1.1
1.1
—
—
—
0
0
39
379
1.03
0.03
1.1
1.1
—
—
—
0
0
10
92
1.09
0.03
1.2
1.5
—
—
—
0
0
26
268
0.97
0.02
1.2
1.2
—
—
—
0
0
34
332
1.02
0.01
1.1
1.1
3.93
5.00
u/ml
0.17
13
138
31
317
0.98
0.01
4.4
3.9
63.20
1317.20
u/ml
1.42
25
278
20
194
1.03
0.00
1.4
1.3
—
—
—
0
0
24
236
1.02
0.00
3.7
3.4
15.82
22.77
mg/l
1.08
16
159
11
108
1.02
0.00
1.1
1.2
—
—
—
0
0
59
594
0.99
0.00
1.4
1.6
15.15
9.09
u/ml
—
10
162
21
208
1.01
0.00
1.4
1.3
—
69.22
—
0
12
14
137
1.02
0.00
1.4
1.1
—
—
—
0
0
32
315
1.02
0.00
1.1
1.0
0.06
0.19
u/ml
1.20
11
92
13
125
1.04
0.00
1.0
1.1
—
—
—
0
0
0
7
0.00
0.00
0.0
1.1
—
66.87
—
0
7
0
7
0.00
0.00
0.0
1.3
—
—
—
0
0
0
6
0.00
0.00
0.0
2.2
—
304.67
—
0
6
0
7
0.00
0.00
0.0
1.3
—
—
—
0
0
0
7
0.00
0.00
0.0
1.0
—
—
—
0
0
0
6
0.00
0.00
0.0
1.0
—
—
—
0
0
0
7
0.00
0.00
0.0
2.4
—
346.71
—
0
7
0
7
0.00
0.00
0.0
1.3
—
3.03
—
0
7
0
7
0.00
0.00
0.0
7.0
—
—
—
0
0
0
8
0.00
-0.00
0.0
1.1
—
—
—
0
0
0
5
0.00
-0.00
0.0
1.0
—
—
—
0
0
0
5
0.00
-0.00
0.0
1.2
—
40.14
—
0
5
0
5
0.00
-0.00
0.0
1.2
—
—
—
0
0
6
63
0.95
-0.00
1.3
1.4
—
—
—
0
0
0
8
0.00
-0.00
0.0
1.0
—
—
—
0
0
0
9
0.00
-0.00
0.0
1.1
—
—
—
0
0
0
8
0.00
-0.00
0.0
1.1
—
—
—
0
0

Mortality – FinRegistry

Association

Association between endpoint E4_HYPERPRO and mortality.

Females

Parameter HR [95% CI] p-value
E4_HYPERPRO 1.537 [1.32, 1.79] < 0.001
Birth year 0.995 [0.99, 1.0] 0.271

During the follow-up period (1.1.1998 — 31.12.2019), 228 out of 5615 females with E4_HYPERPRO died.

Males

Parameter HR [95% CI] p-value
E4_HYPERPRO 1.183 [1.0, 1.41] 0.056
Birth year 0.986 [0.98, 1.0] 0.005

During the follow-up period (1.1.1998 — 31.12.2019), 183 out of 1157 males with E4_HYPERPRO died.

Mortality risk

Mortality risk for people of age

years, who have E4_HYPERPRO.

N-year risk Females Males
1 0.122% 0.213%
5 0.784% 1.263%
10 2.184% 3.222%
15 4.019% 6.2%
20 7.392% 10.984%

Relationships between endpoints

Index endpoint: E4_HYPERPRO – Hyperprolactinaemia

GWS hits: -

Endpoint
Case Overlap
Survival Analysis
Genetic Correlations
Genetic Signals
N (Jaccard index)
HR [CI]
rg [CI]
Hits
Coloc Hits
FinRegistry
FinnGen
FinRegistry
FinnGen
FinnGen
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