Valproate (All indications)

Spina bifida

R analysis
id Study   Lib. in paper Exposition period    Study type  Control type 
 
Tags OR 95%CI x1/n1 x0/n0 no cases no exposed ROB Ref.
S10174
R37202
Blotière (Valproate) (Controls exposed to Lamotrigine, sick) (Mixed indications), 2019 Spina bifida 1st trimester retrospective cohort (claims database) exposed to other treatment, sick excluded Adjustment: No 19.82 [2.38;164.84] C
excluded (control group)
6/913   1/2,997 7 913
ref
S10051
R36476
Blotière (Valproate) (Controls unexposed NOS) (Mixed indications), 2019 Spina bifida 1st trimester retrospective cohort (claims database) unexposed (general population or NOS) Adjustment: Yes 19.40 [8.60;43.50] 6/913   616/1,875,733 622 913
ref
S9325
R32515
Veiby (Valproate) (Controls exposed to Lamotrigine, sick) (Mixed indications), 2014 Spina bifida throughout pregnancy population based cohort retrospective exposed to other treatment, sick excluded Adjustment: No 7.53 [0.31;185.42] C
excluded (control group)
1/333   0/833 1 333
ref
S9327
R32524
Veiby (Valproate) (Controls unexposed, sick) (Mixed indications), 2014 Spina bifida throughout pregnancy population based cohort retrospective unexposed, sick Adjustment: No Controls: epilepsy indication 3.79 [0.39;36.49] C 1/333   3/3,773 4 333
ref
S9293
R32278
Charlton (Valproate) (Controls exposed to Lamotrigine, sick), 2011 Spina bifida 1st trimester retrospective cohort (claims database) exposed to other treatment, sick excluded Adjustment: No 3.98 [0.21;74.64] C
excluded (control group)
4/225   0/98 4 225
ref
S9294
R32281
Charlton (Valproate) (Controls unexposed, sick), 2011 Spina bifida 1st trimester retrospective cohort (claims database) unexposed, sick Adjustment: No 8.02 [1.50;43.50] 4/225   2/902 6 225
ref
S9329
R32529
Viinikainen (Valproate) (Controls unexposed, sick) a, 2006 Spina bifida throughout pregnancy prospective cohort unexposed, sick Adjustment: No 5.83 [0.23;148.09] C 1/28   0/52 1 28
ref
S9330
R32537
Artama (Valproate), 2005 Spina bifida 1st trimester retrospective cohort (registry) unexposed, sick Adjustment: No 40.09 [2.21;727.45] C 5/263   0/939 5 263
ref
S9343
R32592
Källén (Valproate), 1994 Spina bifida during pregnancy (anytime or not specified) excluded nested case control unexposed, sick Adjustment: No Matched no data
excluded (exposition period)
1/1   0/6 1 1
ref
S9338
R32584
Czeizel (Valproate), 1992 Spina bifida throughout pregnancy case control unexposed, sick Adjustment: No 3.00 [0.08;107.45] C 1/2   1/4 2 2
ref
Total 6 studies 13.80 [7.20;26.46] 640 1,764
x1: number of endpoints among exposed, n1: number of exposed; x0: number of endpoints among non exposed, n0: number of non exposed; C: calculated odds ratio from numbers of events and effectives

Forest plot

StudyTE95% CIn casesn exposedweightROBABCDEF Blotière (Valproate) (Controls unexposed NOS) (Mixed indications), 2019Blotière, 2019 1 19.40[8.60; 43.50]62291364%ROB confusion: NAROB selection: NAROB classification: NAROB missing: NAROB mesure: NAROB reporting: NA Veiby (Valproate) (Controls unexposed, sick) (Mixed indications), 2014Veiby, 2014 2 3.79[0.39; 36.49]43338%ROB confusion: criticalROB selection: moderateROB classification: moderateROB missing: moderateROB mesure: moderateROB reporting: moderate Charlton (Valproate) (Controls unexposed, sick), 2011Charlton, 2011 3 8.02[1.50; 43.50]622515%ROB confusion: criticalROB selection: moderateROB classification: moderateROB missing: unclearROB mesure: moderateROB reporting: moderate Viinikainen (Valproate) (Controls unexposed, sick) a, 2006Viinikainen, 2006 4 5.83[0.23; 148.09]1284%ROB confusion: criticalROB selection: moderateROB classification: moderateROB missing: unclearROB mesure: moderateROB reporting: moderate Artama (Valproate), 2005Artama, 2005 5 40.09[2.21; 727.45]52635%ROB confusion: NAROB selection: NAROB classification: NAROB missing: NAROB mesure: NAROB reporting: NA Czeizel (Valproate), 1992Czeizel, 1992 6 3.00[0.08; 107.45]223%ROB confusion: NAROB selection: NAROB classification: NAROB missing: NAROB mesure: NAROB reporting: NA Total (6 studies) I2 = 0% 13.80[7.20; 26.46]6401,7640.9100.01.0ROB: A: confusion, B: selection, C: classification, D: missing, E: measurement, F: reportinglow,moderate,serious,critical,unclear,

1: Valproate) (Controls unexposed NOS) (Mixed indications; 2: Valproate) (Controls unexposed, sick) (Mixed indications; 3: Valproate) (Controls unexposed, sick; 4: Valproate) (Controls unexposed, sick) ; 5: Valproate; 6: Valproate;

Sensitivity analysis

SubsetTE95% CIn casesn exposedkI2 Type of studies cohort studiescohort studies 14.54[7.50; 28.18]6381,7620%NABlotière (Valproate) (Controls unexposed NOS) (Mixed indications), 2019 Veiby (Valproate) (Controls unexposed, sick) (Mixed indications), 2014 Charlton (Valproate) (Controls unexposed, sick), 2011 Viinikainen (Valproate) (Controls unexposed, sick) a, 2006 Artama (Valproate), 2005 5 case control studiescase control studies 3.00[0.08; 107.45]22 -NACzeizel (Valproate), 1992 1 Type of controls unexposed (disease free or unspecified)unexposed (disease free or unspecified) 19.40[8.63; 43.63]622913 -NABlotière (Valproate) (Controls unexposed NOS) (Mixed indications), 2019 1 unexposed, sickunexposed, sick 7.45[2.50; 22.18]188510%NAVeiby (Valproate) (Controls unexposed, sick) (Mixed indications), 2014 Charlton (Valproate) (Controls unexposed, sick), 2011 Viinikainen (Valproate) (Controls unexposed, sick) a, 2006 Artama (Valproate), 2005 Czeizel (Valproate), 1992 5 Tags Adjustment   - No  - No 7.45[2.50; 22.18]188510%NAVeiby (Valproate) (Controls unexposed, sick) (Mixed indications), 2014 Charlton (Valproate) (Controls unexposed, sick), 2011 Viinikainen (Valproate) (Controls unexposed, sick) a, 2006 Artama (Valproate), 2005 Czeizel (Valproate), 1992 5   - Yes  - Yes 19.40[8.63; 43.63]622913 -NABlotière (Valproate) (Controls unexposed NOS) (Mixed indications), 2019 1 Controls   - epilepsy indication  - epilepsy indication 3.79[0.39; 36.49]4333 -NAVeiby (Valproate) (Controls unexposed, sick) (Mixed indications), 2014 1 All studiesAll studies 13.80[7.20; 26.46]6401,7640%NABlotière (Valproate) (Controls unexposed NOS) (Mixed indications), 2019 Veiby (Valproate) (Controls unexposed, sick) (Mixed indications), 2014 Charlton (Valproate) (Controls unexposed, sick), 2011 Viinikainen (Valproate) (Controls unexposed, sick) a, 2006 Artama (Valproate), 2005 Czeizel (Valproate), 1992 60.5100.01.0

Publication bias and p-hacking diagnosis

funnel plot
0.0-4.46.92.1910.000Blotière (Valproate) (Controls unexposed NOS) (Mixed indications), 2019Veiby (Valproate) (Controls unexposed, sick) (Mixed indications), 2014Charlton (Valproate) (Controls unexposed, sick), 2011Viinikainen (Valproate) (Controls unexposed, sick) a, 2006Artama (Valproate), 2005Czeizel (Valproate), 1992

Asymetry test p-value = 0.1875 (by Egger's regression)

slope=3.2777 (0.4833); intercept=-0.9438 (0.5944); t=1.5879; p=0.1875

p values plot
0.01.00.01.0

Sub-groups analysis using all included studies

excluded 9293, 9325, 10174

Sub-groupsTE95% CIn casesn exposedkI2ROB type of controls unexposed controls (disease free or unspecified)unexposed controls (disease free or unspecified) Out of scale19.40[8.63; 43.63]622913 -NABlotière (Valproate) (Controls unexposed NOS) (Mixed indications), 2019 1 unexposed, sick controlsunexposed, sick controls 7.45[2.50; 22.18]188510%NAVeiby (Valproate) (Controls unexposed, sick) (Mixed indications), 2014 Charlton (Valproate) (Controls unexposed, sick), 2011 Viinikainen (Valproate) (Controls unexposed, sick) a, 2006 Artama (Valproate), 2005 Czeizel (Valproate), 1992 5 exposed to other treatment, sick controlsexposed to other treatment, sick controls Out of scale10.41[2.29; 47.29]121,4710%NABlotière (Valproate) (Controls exposed to Lamotrigine, sick) (Mixed indications), 2019 Veiby (Valproate) (Controls exposed to Lamotrigine, sick) (Mixed indications), 2014 Charlton (Valproate) (Controls exposed to Lamotrigine, sick), 2011 30.510.01.0