Possibilities and predictabilities by atosiban: meta-regressions 1. Introduction The detailed analysis of a large number of clinical trials [1] concerning the tocolytic possibility and side-effects of the oxytocin receptor antagonist atosiban in women with threatened preterm birth will be reviewing systematically within this text. The aim of this review will reveal important and meaningful determinants of preterm birth, and subsequent management. These determinants can be used in clinical practice for not only the management but also the outcome prediction of women deemed to be in preterm labour. Along, it will offer a broad and detailful basis for comparing atosiban to any other prospective tocolytic agent up to any particular feature elicited by history or clinical examination of the women. So, from 13 clinical trials that were published before March 2005, the findings will be reported: All women in labour over 18 years of age and beyond 23 completed weeks were requested to participate. Women were excluded if they had serious maternal diseases (e.g. preeclampsia, maternal hypertension, HELLP syndrome, metabolic or cardiovascular diseases, ruptured amniotic membranes, previous[12h] tocolytic NSAIDs use, fever, urinary infection, hyperthyroidism, uncontrolled diabetes mellitus, pheochromocytoma, asthma, terbutaline use contradiction, alcohol or drug abuse, history of hypersensitivity, renal disease or cervical incompetence) or fetal or placental abnormalities (intrauterine growth restriction, fetal malformation, high order multiple pregnancy, major vaginal bleeding, chorioamnionitis, abruptio placentae, placenta previa, hydramnios, retained intrauterine device, fetal distress or death). 2. Methods The basic concept of including these clinical trials is to participate all of the known published trials concerning atosiban in order as maximized as possible sample of women to be concetrated for a more reliable statistical procedure. That‘ s why not only all of the single branch atosiban published studies were used, but also an effort became the atosiban branch trials to be mined by controlled ones, without interest in what the control groups get. The first uncontrolled study was performed by Akerlund et al. [2], in order to show the effects of atosiban on the myometrium. 13 women with 2 hours at least preterm contractions were given this medication. The results in terms of neonate‘ s birth weight, alternative tocolysis used or not, pregnancy prolongation or not, gestional age in delivery, atosiban discontinuation or alteration, preterm delivery rates, as well as maternal or neonatal adverse events are depicted in tables 1-6. The second uncontrolled study [3] was performed by the same researcher 2 years later (Andersen et al. 1989), who described the preterm labour outcome of 12 women treated by atosiban. The women received this medication until 2 hours after the preterm contractions discontinuation. The outcome was monitored as above in terms of neonate‘ s birth weight, alternative tocolysis used or not, pregnancy prolongation or not, gestional age in delivery, atosiban discontinuation or alteration, preterm delivery rates, as well as maternal or neonatal adverse events; and is depicted in tables 1-6. The third study was performed by Goodwin et al. [4], who compared the efficacy and side effects profile of atosiban to placebo. 56 women who were given atosiban for 2 hours, had a greater decrease in contraction rates (p=0.001) when compared to placebo. The maternal and neonatal adverse events profile are depicted in tables 16. The forth study was performed by the same researcher Goodwin et al. [5], who described the preterm labour outcome of 61 women treated by atosiban. The women received this medication at 300μg/min for 12 hours, or until 6 hours after the preterm contractions discontinued. As successful preterm labour outcome was assessed the contractions discontinuation for 48 hours at least. The detailed outcomes are depicted in tables 1-6. The fifth study was performed by Valenzuela et al. [6], who compared the efficacy and side effects profile of atosiban when used for preterm contractions. All women began this medication as bolus treatment. The atosiban branch of 252 women continued this medication as maintenance treatment, while the other control branch women were given placebo, until 36weeks. The median pregnancy prolongation was better for atosiban (p=0.02). The maternal and neonatal adverse events and discontinuation rates were comparable in both groups Detailed numeric data and a side effects profile of this atosiban branch trial are depicted in tables 1-6. The seventh study was performed by Romero et al. [7], who compared the efficacy and side effects profile of atosiban with placebo when used for preterm contractions. The atosiban branch of 246 women received this medication bolus i.v. 6.75 mg, then 300μg/min for 3 hours, after 100μg/min for 45 hours and finally 30μg/min until the end of 36 weeks. The efficacy in both groups was comparable in mean pregnancy prolongation, as well as for discontinuation rates. The atosiban superiority was obvious for stopping uterine contractions in 24, 48 hours and in one week (p=0.008) particularly in pregnancies younger than 28 weeks . The maternal and neonatal adverse events and neonatal mortalities older than 24 weeks were comparable to placebo. Detailed numeric data and a side effects and neonatal mortality profile of this atosiban branch trial are depicted in tables 1-6. The eighth study was performed by Moutquin et al. [8], who compared the efficacy and side effects profile of atosiban with ritodrine when used for preterm contractions. The atosiban branch of 361 women received this medication bolus i.v. 6.75 mg, then 300μg/min for 3 hours and finally 100μg/min until 18 hours. The efficacy of both branch medications was similar for stopping uterine contractions in 48 hours (p=0.99), in one week (p=0.85) as well as for mean duration of labour and neonatal side effects. The atosiban superiority was obvious at significantly (p<0.001) much fewer maternal mainly cardiovascular adverse events and discontinuation rates too, than ritodrine. Detailed numeric data and a side effects profile of this atosiban branch trial are depicted in tables 1-6. The ninth study was performed by European Atosiban Study Group in 2001 [9], which compared the efficacy and side effects profile of atosiban with terbutaline when used for preterm contractions. 115 women received an atosiban bolus i.v. 6.75 mg, then 300μg/min for 3 hours and finally 100μg/min. The efficacy of both branch medications was comparable for stopping uterine contractions in 48 hours (p=0.783), in one week (p=0.067) as well as for discontinuation rates. The atosiban superiority was obvious at significantly much fewer maternal and neonatal adverse events than salboutamole. Detailed numeric data and a side effects and neonatal mortality profile of this atosiban branch trial are depicted in tables 1-6. The tenth study was performed by French / Australian Atosiban Investigators Group in 2001 [11], who compared the efficacy and side effects profile of atosiban with salbutamol when used for preterm contractions. The atosiban branch of 119 women received this medication bolus i.v. 6.75 mg, then 300μg/min for 3 hours and finally 100μg/min for 45 hours. The efficacy of both branch medications was similar for stopping uterine contractions in 48 hours (p=0.67), in one week (p=0.93) as well as for discontinuation rates and neonatal side effects. The atosiban superiority was obvious at significantly much fewer maternal adverse events than salbutamol. Detailed numeric data and a side effects profile of this atosiban branch trial is depicted in tables 1-6. The eleventh study was performed by Worldwide Atosiban versus Beta-agonists Study Group in 2001 [12], which compared the efficacy and side effects profile of atosiban with β-agonists: ritodrine, salbutamol and terbutaline. The atosiban branch of 361 women received this medication bolus i.v. 6.75 mg, then 300μg/min for 3 hours and finally 100μg/min for 18-48 hours. The efficacy of both branch medications was similar for stopping uterine contractions in 48 hours (p=0.99), in one week (p=0.28) and mean duration of labour; as well as for neonatal side effects. The atosiban superiority was obvious with significantly fewer and milder maternal mainly cardiovascular adverse events (p<0.001) and lower discontinuation rates (p=0.0001) than β-agonists. Detailed numeric data and a side effects profile of this atosiban branch trial are depicted in tables 1-6. The twelfth one was performed by Afshar P. et al between October 2000 and May 2001 [13], which compared the efficacy and side effects profile of atosiban with hexoprelaline when used for acute tocolysis and intrauterine resuscitation. 13 women with singleton pregnancy at term and cephalic presentation were given atosiban in 92% of which tocolysis and resuscitation was achieved or hexoprenaline in 100% of which these were achieved. Generally the efficacy of both medications was similar for stopping uterine contractions, although these were resumed more promptly by atosiban which had significantly fewer and milder maternal adverse events than hexoprenaline. Outcome monitoring and a side effects profile of this atosiban branch trial is depicted in tables 1-6. The last study was a pilot preliminary study performed by Lurie S. et al in 2002 [14], who assessed the ability and side effects profile of atosiban in alleviating uterine hyperactivity unless was alleviated within 5 minutes with “intrauterine resuscitation” measures. 15 women with singleton pregnancy at term and cephalic presentation were given atosiban in 14 of which alleviation was achieved. Atosiban was well tolerated by all women and no side effects were noted. Outcome monitoring of this trial is depicted in tables 1-6. Although some of these trials report about the normal distribution of their numeric data, the total consideration of a 1651 women sample, practically secures such an occurrence. So, meta-regression analysis can be used setting each of the variables of tables 2-6 as the dependant one at a time; and these of table 1, the independent tested ones in a linear model. Analysis became by STATA programme, and the most statistically important variables found at the level of 0.000 were kept. Table 1A. Atosiban clinical trials independant descriptive statistics Trial Women Pregnancyage+SD(wbd) Contractionrate Dilatation<max(cm) Totaldosage(mg) Akerlund et al. 1987 13 27-35 >4/20 min 1.5 - 5.4 Akerlund et al. 1989 12 27-33 >4/20 min 1.5 - 5.4 Goodwin et al. 1992 56 32.1+3.6 >6/hour 3 36 Goodwin et al. 1995 61 31.2+3.4 >6/hour 3 216 Val et al. 1995(atosiban) 261 30.6+2.78 >4/30 min 3 1739.07 Val et al. 1995(placebo) 251 31.0+2.62 >4/30 min 3 330.75 Romero et al. 1995 246 30.3+3.07 >4/30 min 3 1138.59 Μοutquin et al. 1995 126 30.0+2.3 >4/30 min 3 168.75 EASG 1996 115 30.0+2.3 >4/30 min 3 168.75 F/AAIG 1997 119 30.2+2.4 >4/30 min 3 330.75 WAvBSG 1997 363 30.1+2.3 >4/30 min 3 168.75 – 348.75 40.6 >5.5/30min Afschar et al. 2001 13 6.75 Lurie et al 2002 15 37-42 >5/10min 9 Concisely* 1651 30.61+1.4 >8.14+2.23/hour 3.05+0.57 7.65 609.59+588.45 Table 1B. Atosiban clinical trials independant descriptive statistics Trial Contraction(sec) Akerlund et al. 1987 Twin/Multiple(%) 0(0)- Age(years+SD) ParityI(%) White race Effacement>(%) Akerlund et al. 1989 Goodwin et al. 1992 2(16.66)>30 0(0) 24.6+6.1 26(46.42) 12(21.42) Goodwin et al. 1995 2(3.27) 23.5+5.7 32(52.45) 12(19.67) Val et al. 1995(atosiban) >40 20(7.66) 24.2+6.06 139(53.25) 75 Val et al. 1995(placebo) >40 25(9.96) 23.9+5.82 134(53.38) 75 Romero et al. 1995 >40 36(14.63) Moutquin et al. 1995 >30 19(15.07) 26.4+5.6 65(51.58) 109(86.5) 50 EASG 1996 >30 15(13.04) 27.3+5.8 57(49.56) 103(89.56) 50 F/AAIG 1997 >30 10(8.4) 26.2+5.0 66(55.46) 108(90.75) 50 WAvBSG 1997 >30 44(12.12) 26.8+5.5 190(52.34) 320(88.15) 50 50 Afschar et al 2001 >180 0(0) 28.4 Lurie et al. 2002 >180 0(0) 20-38 Concisely* >37.52+19.86 173[10.47+3.93] 50 25.59+1.37 7(46.66) 443[52.37+1.92] 937[79.04+23.59] 58.32+11.78 Table 2. Atosiban clinical trials dependant descriptive statistics Trial Birth weight (gr+SD) Altern.tocolys (%) Prolongation (weeks) gestional age (wbd+SD) Discontin (%) Preterm (%) Akerlund et al. 1987 4(30.76) Akerlund et al. 1989 3(25) >37 0(0) 3(23.07) 0(0) 6(50) Goodwin et al. 1992 2996+750 11(19.64) 5.7 37.8+3.5 1(1.78) 5(8.92) Goodwin et al. 1995 2827+744 14(22.95) 6 37.2+0.34 0(0) 21(34.42) Val et al. 1995(atosiban) 2746.9+792.14 61(23.37) 4.65 35.25 35(13.4) 90(34.48) Val et al. 1995(place 2746.8+796.16 77(30.67) 3.94 34.94 23(9.16) 92(35.85) Romero et al. 1995 2336.8+787.26 103(41.86) 2.6 32.9+3.07 39(15.85) 144(58.53) Moutquin et al. 1995 2314+825 26(20.63) 5.1 35.1+4.2 1(0.79) EASG 1996 2472+299 39(33.91) 5.4 35.4+1.01 2(1.73) F/AAIG 1997 2708+743 69(57.98) 6.3 36.5+3.0 22(18.48) 21(18.26) WAvBSG 1997 2491+813 Afschar et al. 2001 3322 2775-3855 Lurie et al. 2002 Concisely* 2593.2+216.48 134(36.91) 5.7 35.8+3.9 0(0) 8 minutes 40.6 0(0) 0(0) 0(0) 15.53 minutes 37-42 0(0) 0(0) 541[33.32+9.95] 4.68+1.3 4(1.1) 35.31+1.31 127[8.25+6.58] 382[37.43+14.23] *Sum up or after meta-analysis [10] Table 3. Maternal adverse events by atosiban Akerlund Akerlund Goodwin Goodwin Valen(atos.) Valen(plac.) Romero Moutquin EASG F/AAIG WAvBSG Afschar Lu Total Pulmon. Edema - - - - - - - - - 1 1 - - 2 Chest pain - - - 1 1 1 2 2 1 1 4 - - 13 Palpitation - - - - - - - 2 - 6 8 - - 16 Tachycardia - - - - 1 - 2 1 5 14 20 1 - 44 Hypotension - - - - - - - 3 5 4 12 - - 24 Dyspnea - - - - - - - 2 - - 1 - - 3 Syncope - - - - - - - 2 - - 2 - - 4 Νausea - - - 1 - - - 16 16 11 43 - - 87 Vomiting - - 1 1 - - - 10 3 12 25 - - 52 Headache - - - 2 - - - 13 5 17 35 - - 72 Anxiety - - - - - - - - 1 3 4 - - 8 Tremor - - - - - - - 1 1 3 5 - - 10 Hyperglycemia - - - - - - - 7 1 15 23 - - 46 Hypokalemia - - - - - - - 1 - 2 3 - - 6 Arrhythmia - - - - - - - 1 - - - - - 1 Fetal distress - - - - 1 1 4 - - - - - - 6 Subcut. Site - - - - 117 189 44 - - - - - - 350 Dysgeusia - - 1 - - - - - - - - - 1 - Total Deths - - Women No 13 (%) 0 - 1 6 120 - - - - 12 56 61 261 0 1.78 191 - 251 9.83 45.97 76.09 52 61 48 79 186 1 - 745 - - - - - - - - 246 126 115 119 361 13 - 1636 21.13 48.41 41.73 66.38 51.52 7.69 0 45.53 Table 4. Neonatal adverse events by atosiban Akerlund Akerlund Goodwin Goodwin Valen(atos.) Valen(plac.) Romero Moutquin EASG F/AAIG WAvBSG Afschar Lu Total RDS - - 3 6 33 29 64 32 27 20 79 - - 293 Apnoea - - - 2 - - - 22 4 10 36 - - 74 Bradycardia - - - 1 - - - 11 7 5 23 - - 47 Arrhythmia - - - - - - - - 2 - 2 - - 4 Patent duct arter - - 2 2 10 8 18 13 8 1 22 - - 84 Hypotension - - - - - - - 3 6 1 10 - - 20 Sepsis - - - 1 - - - 11 13 1 25 - - 51 Cerebral haemor- - - 1 15 9 16 6 7 5 18 - - 77 Hypoxia/asphyxia- - - - - - - 3 1 2 6 - - 12 Retinopathy - - - - - - - 10 5 - 7 - - 22 Anaemia - - - - - - - 16 6 9 31 - - 62 Thrombocytopen.- - - 1 - - - 2 - - 2 - - 5 Hypoglycaemia - - 3 - - - - 10 8 8 26 - - 55 Acidosis - - - - - - 2 2 - - - - 4 Necrot. enterocol.- - - - 5 2 1 - - - - - - 8 Hyperbilirubinem - - 6 9 - - - - - - - - - 15 Pneumonia - - 2 - - - - - - - - - 2 - - IUGR - - - 3 - - - - - - - - - 3 Other - - 1 15 - 20 16 - - - - - - 52 Total - - 15 43 63 68 115 141 96 Deths - - - - 5 5 3 2 3 Neonates No 13 14 57 62 291 272 274 146 (%) 0 26.31 26.83 43.06 97.94 0 69.35 23.36 62 287 - - 890 1 6 - - 25 131 129 406 75.57 48.83 72.16 13 15 1823 0 0 50.19 Table 5. Numbers of undelivered women per endpoint Trial Women 28wbd 32wbd 34wbd 36wbd 37wbd Akerlund et al. 1987 13 10 Akerlund et al. 1989 12 6 Goodwin et al. 1992 56 40 Goodwin et al. 1995 9 Goodwin et al. 1995 29 Goodwin et al. 1995 61 Val et al. 1995(atos) 45 Val et al. 1995(atos) 158 Val et al. 1995(atos) 267 Val et al. 1995(plac) 29 Val et al. 1995(plac) 127 Val et al. 1995(plac) 243 Romero et al. 1995 246 Moutquin et al. 1995 126 7 21 43 43 200 177 174 151 38 139 23 109 102 94 78 60 EASG 1996 48 Afschar et al. 2001 13 12 Lurie et al. 2002 15 14 Concisely per total 7 75/131 363/440 Table 6. Numbers of undelivered women per endpoint 78/126 477/697 555/926 Trial Women Goodwin et al. 1995 58 Romero et al. 1995 246 Moutquin et al. 1995 EASG 1996 24hours 48hours Week 48 45 165 153 126 107 92 115 99 88 179 F/AAIG 1997 119 111 WAvBSG 1997 363 317 Concicely per total 179/246 2 weeks 107 287 847/1027 772/1027 3. Results The resulted relations (a-n) deduced and statistically important at the level of 0.0000 are depicted in table 7. Please, note that the symbol * stands for multiplication. The measurement units of any variable are omitted in the interest of space gaining and is supposed to be the same as in tables 1 & 2. Table 7. Deduced relations Birth weight(gr)=2242.572-58.38653*Twin+28.68704*Age+2.197627*Race (a) Alternative tocolysis(%) = -4.927181+0.0014321*Dosage-4.840039*Twin+0.0054911*Parity+1.13262*Race (b) Pregnancy prolongation (weeks) =6.198678+0.0029573*Dosage-0.1112494*Twin-0.0185648*Parity+0.0119813*Race (c) Labour age (wbd)=38.44467+0.0014497*Dosage-0.1908591*Twin-0.0172341*Parity+0.0017965*Race (d) Discontinuation rate (%) = -206.9412-0.1232461*Dosage-2.602492*Twin+4.407731*Parity+0.4727928*Race (e) Preterm rate (%) = -56.41364+14.98134*Contraction+0.008592*Dosage-0.4972738*Effacement (f) Maternal side effects (%) = -221.9657-0.0613285*Dosage-1.22272*Twin+4.478928*Parity+0.7829587*Race (g) Neonatal side effects = -91.98702-0.0309198*Dosage+7.937417*Twin+3.030563*Parity-0.9289574*Race (h) 28 wbd undelivery rate (%)=55.74+0.0175895*Dosage (i) 32 wbd undelivery rate (%)=52.39701+0.0015266*Dosage+0.4389074*Effacement (j) 36 wbd undelivery rate (%)= -438.1751+0.0012628*Dosage-1.213703*Twin+9.768563*Parity (k) 37 wbd undelivery rate (%)= -532.5517+19.91643*Pregnancy age+1.466606*Contraction rate+0.0105139**Dosage1.116831*Contraction duration (l) 48 hours undelivery rate (%)= 55.04662-0.8398894*Twin+0.5119471*Parity+0.1818333*Race (m) 1 week undelivery rate (%) = -56.97979+0.0867009*Dosage-1.024729*Twin+4.837143*Age (n) 4. Discussion Other dependant or independent variables participating to these relations cannot be excluded. It is up to the inventness of any author to search for them. The existence of a unique total model incorporating all of the above variables and probably more, in case of a greater sample, cannot also be excluded. It is being considered that equations [a-n] are able to suggest the most probable outcomes of a preterm labour. Some variables are repeated more frequently than other. Their appearance frequency in equations is up to their importance in regression analysis. The above equations have double utility. The first is that they can be applied in tocolytic agents comparison. This is very easily performed by the modified dependant variables comparison after equalising the mean independent variable values by the above equations. The outcome will be the minimizing of meta-comparison heterogenity, and affording more reliable outcomes. The second is that they can be applied as well as for a unique woman too. As example whether an primary center obstetrician finds that the possibility of a woman is over >50% by using the equation (m), rather he has the time to carry this woman in a tertiary center with neonatal intensive care unit available. In that last case, some variables as parity I rate are dummy and receive the value either 1 or 0 according to existence or not of what they mean. Setting the findings (or variables) from history and clinical examination as well as the amount of scheduled atosiban dosage, a reliable probability of preterm labour outcome estimation is received. Due to the fact that these equations depict only correlation and not causation, may direct researchers to investigate any causal relationship existed. Of course, equations utility is unusual for the mean obstetrician and awkward in clinical practice, but combined with history and physical examination data, they reward also in prediction ability. References 1. Tsompos C., Salamalekis E. Atosiban or nitric oxide? Meta-analyses and comparisons. Hellenic. J. Gyn & Obst. 2004;3(4):341-352. 2. Akerlund M., Stromberg P., Hauksson A., et al. Inhibition of uterine contractions of premature labor with an oxytocin analogue: result from a pilot study. Br J Obstet Gynecol.1987;94:040-4. 3. Andersen LF., Lyndrup J., Akerlund M. Oxytocin receptor blockagde: a new principle in the treatment of preterm labor. Am J Perinatol.1989;6:196-9 4. Goodwin M., Paul R., Silver H. et al. The effect of the oxytocin antagonist atosiban on preterm uterine activity in the human. Am J Obst Gynec. 1994;170(2):474-478. 5. Goodwin M., Valenzuela G., Silver H., et al. Treatment of preterm labor with the oxytocin antagonist atosiban. Am J Perinatol. 1996;13(3):143-146. 6. Valenzuela G., Sanchez-Ramos L., Romero R., et al. Maintenance treatment of preterm labor with the oxytocin antagonist atosiban. Am J Obst Gynec.2000;182(5):1184-1190. 7. Romero R., Sibai B., Sanchez-Ramos L., et al. An oxytocin receptor antagonist (atosiban) in the treatment of preterm labor: A randomized, doubleblind, placebo-controlled trial with tocolytic rescue. Am J Obst Gynec.2000;182(5):1173-1183. 8. Moutquin J-M., Sherman D., Cohen H., et al. Double-blind, randomized, controlled trial of atosiban and ritodrine in the treatment of preterm labor: A multicenter effectiveness and safety study. Am J Obst Gynec.2000;182(5):11911199. 9. European Atosiban Study Group. The oxytocin antagonist atosiban versus the β-agonist terbutaline in the treatment of preterm labor. Acta Obst Gynec. Scand.2001;80:413-422. 10. Pettiti D. Meta-analysis, decision analysis and cost-effectiveness analysis. 2nd edition. New York: Oxford U Press.1999. 11. French/Australian Atosiban Investigators Group. Treatment of preterm labor with the oxytocin antagonist atosiban: a double-blind, randomized, controlled comparison with salbutamol. Eur J Obst & Gynec and Repr Biol. 2001; 98:177-185. 12. Worldwide Atosiban versus Beta-agonists Study Group. Effectiveness and safety of the oxytocin antagonist atosiban versus beta-adrenergic agonists in the treatment of preterm labour. Br J Obst & Gynec.2001;108:133-142. 13. Afschar P., Scholl W., Bader A., Bauer M., Winter R. A prospective randomised trial of atosiban versus hexoprenaline for acute tocolysis and intrauterine resuscitation. Br J Obst & Gynec.2004;111:316-318. 14. Lurie S., Sadan O., Aroya BZ., Glezerman M. Atosiban treatment for uterine hyperactivity during active labor: a pilot study. J. Perinat. Med.2004;32:137-139.