SIPHRE Shock Index in Pregnancy: Haemorrhage Risk Evaluation. Shock index as a predictor of adverse outcome in maternal haemorrhage

Lead Research Organisation: King's College London
Department Name: Women's Health

Abstract

800 women die in pregnancy and childbirth each day, 99% of these occur in low-middle income countries (LMICs). Haemorrhage can cause death within a few hours if not recognised and managed quickly and is the leading cause of maternal death worldwide. Early detection and effective management rely on monitoring of vital signs , including heart rate and blood pressure. We have effective management to prevent death from bleeding, but most deaths or severe morbidities occur because of delayed or substandard care in the diagnosis and management; in many low- middle income countries (LMIC) vital signs are not measured due to lack of staff/ equipment or poorly functioning devices, leaving the recognition of compromised patients to crude visual estimation of blood loss alone or late signs such as collapse.

Our project is a validation study of a vital signs ratio called shock index (SI)- a simple calculation using heart rate divided by blood pressure. Our previous work on SI in pregnancy and haemorrhage suggests it is a superior way of recognising compromised patients. Since SI is simple to measure and easy to apply to daily practice, we hope to demonstrate it is an effective tool for early recognition of bleeding patients at risk of poor outcome (major surgery, major blood loss or death) with the aim to reduce maternal mortality and morbidity in LMIC.

The CRADLE VSA (CVSA) device accurately measures blood pressure and heart rate, displaying the results on a screen. It shows a red/amber/green traffic light warning system consistent with shock index thresholds to alert users to the patient's risk compromise, thus allowing prompt referral or escalation of management by even untrained health workers. The CVSA device has been designed and extensively validated by our team over 15 years to become the cheapest and most accurate device to measure BP at the high and low range we see in pregnancy. It is recognised as one of the top thirty high impact innovations in global health. It has been developed for use in LMIC being light, inexpensive, robust and easy to use. The use of the CVSA was extensively researched in the CRADLE 3 trial. In country data from Sierra Leone (SL) showed its implementation reduced maternal death rate by 60% (RR 0.37 CI 0.25 to 0.550). Following its success, the Department of Health in Sierra Leone are now rolling out the CRADLE VSA device nationwide, supported by DIFD, WHO, UNICEF and JICA.

We propose a prospective validation study of shock index in Sierra Leone, where adverse outcomes are so prevalent, in order to obtain large data to support SI as a tool for earlier recognition of compromise in bleeding mothers. SL has the world's highest mortality rate (1,165 deaths per 100,000 live births. In the UK this is 9 per 100,000). Data including first and worst vital signs and clinical outcomes will be collected on all pregnant/postpartum women who suffer with haemorrhage (blood loss over 500mls). The performance of shock index to predict adverse clinical outcomes will be evaluated and compared to existing vital signs scores.

A standardised early warning system for recognition of compromised patients does not exist for use in LMIC. Following validation on SI we propose a trial to evaluate the effect of SI in triage and management of bleeding patients in LIC. It is anticipated that a care bundle that incorporates SI as a triage/referral criteria will improve care. Since avoidable maternal deaths and near-misses are often related to delays in recognition of hemodynamic compromise this simple automated early warning system could be used in LIC worldwide.

Technical Summary

We propose a validation of shock index (SI) as an earlier predictor of adverse outcome from obstetric haemorrhage in LIC. This data could support a future prospective trial to evaluate the use of SI in triage and management of bleeding patients. Since avoidable maternal deaths and near-misses are often related to delays in recognition of hemodynamic compromise it is anticipated that a care bundle that incorporates SI as a triage/referral criteria will improve care.

Our prior research has evaluated SI (ratio of HR/systolic BP) in obstetric haemorrhage and sepsis. A prospective study in South Africa validated previously determined thresholds: < 0.9 worked well as a rule out test, >0.9 indicated need for referral, and >1.7 indicated high chance of adverse outcome. Use of the CVSA (a vital signs measurement device which incorporates shock index thresholds) in management was associated with an 80% reduction in hysterectomy (Or 0.21, 95% CI 0.07- 0.66), and in- country analysis in Sierra Leone (SL) showed a reduction in maternal mortality by 60%. Use of SI appears promising- we seek to validate SI on a larger scale in a LIC, where adverse outcomes are more prevalent, to confirm mechanism of benefit. This allows us to trial its prospective use in management with the capacity to impact national and international guidance on the management of obstetric haemorrhage.

This is a prospective cohort study, supported by the Ministry of Health and Sanitation in SL, in the main maternity hospital (PCMH) and surrounding units. PCMH has around 7500 deliveries per year, with 95 maternal deaths in 2018. Local researchers will recruit patients diagnosed with obstetric haemorrhage, comparing vital signs at diagnosis and during their admission to outcomes. Area under the receiver-operator-curve predicts whether SI is a superior predictor of adverse outcome (hysterectomy, transfusion>4 units, critical care admission, Hb<70) compared to conventional vital signs.

Planned Impact

The CVSA device is uniquely validated as a BP monitor for that is accurate in both hypertension and shock in pregnancy and in the non-pregnant population. Our data suggests SI can reduce maternal mortality and morbidity. It also has an role in diagnosing haemorrhagic shock in all specialties. The ambulance service in SL have expressed interest in the CVSA as its robust and portable design makes it suited for emergency situations.

SIPHRE will work alongside our existing project (SCALE CRADLE) that provides all government maternity facilities in SL with BP devices and adequate training. We propose that a validated vital signs device and accurate scoring system will reduce maternal complications from bleeding. A preliminary study demonstrated that SL has enough medical supplies to treat bleeding patients but suffers with insufficiently trained healthcare staff and inadequate monitoring. This project aims to bridge that gap through quick and effective triage of bleeding patients. Following this validation we aim to trial shock index pathways of management and eventually scale up in other LMIC including South Africa and Uganda.

Morbidity
Haemorrhage prolongs recovery time and hospital admission and increases complications impacting physical and mental health of patients and those around them. It is well recognized that neonatal and infant morbidity and mortality are inextricably linked with maternal health; infants of mothers who die are 3 to 10 times more likely to die within two years (3). Our objective is to support long-term sustainable change that will improve the lives of all women and children, including the most vulnerable and marginalized.
Reducing blood loss will address post partum anaemia and the health inequalities related to its treatment. In many LMIC where blood products are scarce, relatives must donate or it is purchased at cost to the patient, making it out of reach for the poor. Those with poor diet or antenatal care often have a lower baseline haemoglobin and therefore suffer more at similar blood loss thresholds. Use of SI is more useful in these anaemic patients than current practice which focuses on visual estimation of blood loss.

Health workers and policy makers
We will work to address the challenge of how to embed patient monitoring into the daily activities of healthcare workers in a method reproducible for wider scale up. We propose SI can make recognition of the unwell patient faster and easier- a triage tool that focuses care onto the patients that need it most. We have seen cases of inappropriate referrals using up scarce resources eg. ambulances, leading to complications including death. Reliable methods for recognition of compromise will allow for optimal resource allocation, improved local, regional and global decision making, and better planning of interventions.

Public Health
We have extensive longstanding networks throughout LMIC from our global health research which facilitates spread of new findings. Through these, use of the CVSA device has been recommended in the hypertension guidelines in South Africa. Through existing communication networks and data publication our findings we aim ti inform guidelines on management of bleeding based on shock indices to reduce maternal mortality.

Researchers
Lessons learnt from this trial will cement relationships built through longstanding support between KCL, the Ministry of Health, Welbodi Partnership, COMAHS and PCMH. It will provide methodological experience that can be emulated by others working on interventions in a global health context. We encourage multi-disciplinary working and employ junior researches who will benefit of the support of the in-country support in SL as well as the global academic experience of the PI. Our local researcher and UK co-ordinator will synchronise interests of policy makers, government bodies, health professionals, managers, patients and their families to work to achieve combined goals.

Publications

10 25 50
 
Title Maintenance video for CRADLE VSA 
Description A video was developed in Krio, to share with CRADLE Vital Signs Alert users, outlining basic steps to mend broken devices and replace spare parts. This followed a large scale maintenance audit of over 1000 CRADLE devices distributes across 8 districts in Sierra Leone. This video is part of a large piece of sustainability work, with a key aim to develop a robust maintenance framework to support CRADLE VSA scale up. 
Type Of Art Film/Video/Animation 
Year Produced 2022 
Impact This video has just been finalised and will be submitted as a video abstract for publication, as well as shared on the CRIBS NIHR programme website for widespread dissemination. It will be shared on Sierra Leonean healthworker whats app groups, to aid troubleshooting and support device maintenance. 
 
Description Policy Lab to discuss what can be done to improve timely recognition and appropriate action of woman with pre-eclampsia?
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Participants, gathered to discuss translation of new evidence into policy for positive impact on maternal and perinatal morbidity. Diverse stakeholders participated, and volunteered to take new knowledge back to their communities - for example a priest attended and said that he would preach to his congregation about what he had learned to increase knowledge in his community. Ministry of Health programme managers attended and pledged to prioritise new evidence for inclusion in new and updates guidelines. Follow up and continued engagement with policy lab participants is planned in order to further develop suggested interventions.
URL https://cribs-i.org/
 
Description Global Engagement Partnership Fund Application - to carry out a pilot evaluation of the feasibility of the CRADLE Android and web app developed with National Emergency Medical Service (NEMS) to digitalise their referral system
Amount £502,500 (GBP)
Organisation King's College London 
Sector Academic/University
Country United Kingdom
Start 03/2022 
End 10/2022
 
Description Grant uplift for SIPHRE: Shock Index in Pregnancy: Haemorrhage Risk Evaluation. Shock index as a predictor of adverse outcome in maternal haemorrhage.
Amount £49,311 (GBP)
Organisation Medical Research Council (MRC) 
Sector Public
Country United Kingdom
Start 07/2022 
End 03/2023
 
Description NEWS: New Evidence sharing to enable Widespread maternity Solutions.
Amount £85,000 (GBP)
Organisation Medical Research Council (MRC) 
Sector Public
Country United Kingdom
Start 07/2022 
End 03/2023
 
Description NIHR Global Health Research Group for implementation of solutions to reduce maternal/neonatal mortality, and build research capacity in Sierra Leone.
Amount £2,996,871 (GBP)
Funding ID NIHR133232 
Organisation National Institute for Health Research 
Sector Public
Country United Kingdom
Start 08/2021 
End 09/2024
 
Description CUAMM x King's College London 
Organisation Doctors with Africa Cuamm
Country Italy 
Sector Charity/Non Profit 
PI Contribution We have worked with CUAMM at PCMH hospital to analyse pre-existing data collected by CUAMM from HDU patients. We plan to publish this analysis and have submitted the abstract to RCOG World Congress. We are planning further joint analysis and collaborative work.
Collaborator Contribution CUAMM have supported SIPHRE Study in development of study database and have shared a large volume of data which we have been able to analyse to better understand monitoring of bleeding and septic patient as an additional and valuable component of SIPHRE. Further collaboration is planned included refreshment of CRADLE Vital Signs monitoring equipment for use by CUAMM (who run HDU at Princess Christian Maternity Hospital, the main study site for SIPHRE), and further collaboration on research projects.
Impact Co authored Research abstract - under consideration for presentation at RCOG world congress. To be written up as full research paper. SIPHRE STUDY research database (data collection ongoing)
Start Year 2021
 
Description Microlife 
Organisation Microlife Corporation
Country Global 
Sector Private 
PI Contribution Provided the clinical and academic expertise in order to design the Microlife CRADLE VSA blood pressure device.
Collaborator Contribution Provided the technical expertise in order to design the blood pressure device and organise distribution of the device.
Impact Distribution of the device to several countries and sites for clinical trials and use. Technical design of the Microlife CRADLE VSA.
Start Year 2016
 
Description Ministry of Health and Sanitation, Sierra Leone x King's College London 
Organisation Ministry of Health and Sanitation
Country Sierra Leone 
Sector Public 
PI Contribution We have a robust partnership with MoHs - we are delivering a programme of research and capacity building, including SIPHRE, focused on reducing maternal morbidity and mortality which is a key focus for the current administration in Sierra Leone. We have delivered CRADLE blood pressure monitors to every health facility in the country and trained health workers in appropriate action based on bp results.
Collaborator Contribution MoHS has supported implementation and delivery of our research programme. Their engagement and advocacy of our work has been essential for securing funding and delivery of these research projects, as well as dissemination and development of policy and practice based on evidence generated through the research.
Impact Delivery of more than 2000 CRADLE devices to 717 health facilities across Sierra Leone. Delivery of a programme of research, including SIPHRE study, which is contingent on approval and support by MoHS. Dissemination day, with over 90 participants, hosted by the ministry of health, detailing ongoing research programmes in Sierra Leone, including SIPHRE study.
Start Year 2021
 
Description University of Sierra Leone x King's College London 
Organisation University of Sierra Leone
Country Sierra Leone 
Sector Academic/University 
PI Contribution Through our ongoing research programme we have provided funds to support a research capacity building programme delivered by the University of Sierra Leone, including 8 seed funding grants awarded to early career researchers jointly supervised by KCL/USL mentors, masters students and 3 PhD students.
Collaborator Contribution USL has collaborated with us to deliver a tailored research capacity building programme to suit the research needs of early and mid career researchers in Sierra Leone. USL supports delivery of our ongoing programme of research and facilitates engagement of local academics with context specific experience ensuring that the work remains relevant to the setting.
Impact Delivery of a collaborative programme of research capacity building which supports: 8 seed funding research projects delivered by local early career researchers, who have had support in protocol development, budget writing and ethics application. Masters students - 4 Research skills training days (3x delivered by USL/KCL senior academics and research teams) PhD students - 3 Sierra Leonean students.
Start Year 2021
 
Title CRADLE Vital Signs Alert Device 
Description The CRADLE Vital Signs Alert device is a blood pressure and heart rate monitor with an in built traffic light early warning system. It is validated in pregnancy and accurate in detection of hypertension and shock (by calculating shock index). It fulfils WHO criteria for use in a low income setting (portable, robust, easy-to-use, low cost, rechargeable via a micro usb port). It has been validated in multiple studies over the last 10 years, and most recently has been scaled up to every single health facility in Sierra Leone, in collaboration with Ministry of Health and Sanitation. In SIPHRE Study we are specifically validating shock index for prediction of adverse outcomes related to bleeding and sepsis, so that shock index can be incorporated into clinical management pathways. 
Type Diagnostic Tool - Non-Imaging
Current Stage Of Development Wide-scale adoption
Year Development Stage Completed 2017
Development Status Under active development/distribution
Clinical Trial? Yes
UKCRN/ISCTN Identifier ISCRTN41244132
Impact Qualitative work has shown that the CRADLE VSA is acceptable to healthcare workers and women, who are reportedly more likely to attend Antenatal clinic and delivery in a health facility due to being monitored by the device and easy-to-understand traffic light system. It has increased access to BP monitoring and improved appropriateness of referrals related to hypertension, bleeding and sepsis, even in the most remote, rural parts of Sierra Leone where women are most vulnerable. 
URL https://cribs-i.org/
 
Description PCMH hospital engagement meetings. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Regular update meetings at PCMH (the main study site for SIPHRE) - at their daily morning meeting to present latest updates from the project. There are usually at least 50 people in the audience, including nursing and midwifery staff, students, specialists and consultants, as well as hospital leadership. These meetings are often followed up with smaller more focused meetings with the medical superintendent, matron and head of obstetrics and gynaecology training. This increases awareness amongst the staff body about the projects, and increases engagement and interest in patient recruitment. Often audience members approach and ask for opportunities to become further involved with the research team.
Year(s) Of Engagement Activity 2021,2022,2023
 
Description Research Dissemination day co hosted with Ministry of Health and Sanitation 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact We held a research dissemination day co hosted with the Ministry of Health and Sanitation which attracted an audience of 90 mixed stakeholders involved in the various ongoing research projects (including SIPHRE study). The programme involved research study updates, lessons learnt, next steps and general discussion and questions from the audience.
Year(s) Of Engagement Activity 2022
URL https://cribs-i.org/