Behavioural digital biomarkers enable real-time monitoring of patient-reported outcomes: a substudy of the multicenter, prospective observational SafeHeart study

INTRODUCTION

Patient-reported outcome measures (PROMs) serve multiple purposes, including shared decision-making and patient communication, treatment monitoring and health-technology assessment. Patient monitoring using PROMs is constrained by recall and non-response bias, respondent burden and missing data. We evaluated the potential of behavioural digital biomarkers obtained from a wearable accelerometer to achieve personalised predictions of PROMs.

METHODS

Data from the multicenter, prospective SafeHeart study conducted at Amsterdam University Medical Center in the Netherlands and Copenhagen University Hospital, Rigshospitalet in Copenhagen, Denmark, was used. The study enrolled patients with an implantable cardioverter defibrillator (ICD) between May 2021 and September 2022 who then wore wearable devices with raw acceleration output to capture digital biomarkers reflecting physical behaviour. To collect PROMs, patients received the KCCQ and EQ5D-5 L questionnaire at two instances; baseline and after 6 months. Multivariable Tobit regression models were used to explore associations between digital biomarkers and PROMs, specifically whether digital biomarkers could enable PROM prediction.

RESULTS

The study population consisted of 303 patients (mean age 62.9 ± 10.9 years, 81.2% male). Digital biomarkers showed significant correlations to patient-reported physical and social limitations, severity and frequency of symptoms and quality of life. Prospective validation of the Tobit models indicated moderate correlations between the observed and predicted scores for KCCQ (concordance correlation coefficient (CCC) = 0.49, mean difference: 1.07 points) and EQ5D-5 L (CCC = 0.38, mean difference 0.02 points).

CONCLUSION

Wearable digital biomarkers correlate with PROMs, and may be leveraged for real-time prediction. These findings hold promise for monitoring of PROMs through wearable accelerometers.

Metabolic influence of core ciliates within the rumen microbiome

Protozoa comprise a major fraction of the microbial biomass in the rumen microbiome, of which the entodiniomorphs (order: Entodiniomorphida) and holotrichs (order: Vestibuliferida) are consistently observed to be dominant across a diverse genetic and geographical range of ruminant hosts. Despite the apparent core role that protozoal species exert, their major biological and metabolic contributions to rumen function remain largely undescribed in vivo. Here, we have leveraged (meta)genome-centric metaproteomes from rumen fluid samples originating from both cattle and goats fed diets with varying inclusion levels of lipids and starch, to detail the specific metabolic niches that protozoa occupy in the context of their microbial co-habitants. Initial proteome estimations via total protein counts and label-free quantification highlight that entodiniomorph species Entodinium and Epidinium as well as the holotrichs Dasytricha and Isotricha comprise an extensive fraction of the total rumen metaproteome. Proteomic detection of protozoal metabolism such as hydrogenases (Dasytricha, Isotricha, Epidinium, Enoploplastron), carbohydrate-active enzymes (Epidinium, Diplodinium, Enoploplastron, Polyplastron), microbial predation (Entodinium) and volatile fatty acid production (Entodinium and Epidinium) was observed at increased levels in high methane-emitting animals. Despite certain protozoal species having well-established reputations for digesting starch, they were unexpectedly less detectable in low methane emitting-animals fed high starch diets, which were instead dominated by propionate/succinate-producing bacterial populations suspected of being resistant to predation irrespective of host. Finally, we reaffirmed our abovementioned observations in geographically independent datasets, thus illuminating the substantial metabolic influence that under-explored eukaryotic populations have in the rumen, with greater implications for both digestion and methane metabolism.

Saving time and money in biomedical publishing: the case for free-format submissions with minimal requirements

BACKGROUND

Manuscript preparation and the (re)submission of articles can create a significant workload in academic jobs. In this exploratory analysis, we estimate the time and costs needed to meet the diverse formatting requirements for manuscript submissions in biomedical publishing.

METHODS

We reviewed 302 leading biomedical journals' submission guidelines and extracted information on the components that tend to vary the most among submission guidelines (the length of the title, the running title, the abstract, and the manuscript; the structure of the abstract and the manuscript, number of items and references allowed, whether the journal has a template). We estimated annual research funding lost due to manuscript formatting by calculating hourly academic salaries, the time lost to reformatting articles, and quantifying the total number of resubmissions per year. We interviewed several researchers and senior journal editors and editors-in-chief to contextualize our findings and develop guidelines that could help both biomedical journals and researchers work more efficiently.

RESULTS

Among the analyzed journals, we found a huge diversity in submission requirements. By calculating average researcher salaries in the European Union and the USA, and the time spent on reformatting articles, we estimated that ~ 230 million USD were lost in 2021 alone due to reformatting articles. Should the current practice remain unchanged within this decade, we estimate ~ 2.5 billion USD could be lost between 2022 and 2030-solely due to reformatting articles after a first editorial desk rejection. In our interviews, we found alignment between researchers and editors; researchers would like the submission process alignment between researchers and editors; researchers would like the submission process to be as straightforward and simple as possible, and editors want to easily identify strong, suitable articles and not waste researchers' time.

CONCLUSIONS

Based on the findings from our quantitative analysis and contextualized by the qualitative interviews, we conclude that free-format submission guidelines would benefit both researchers and editors. However, a minimum set of requirements is necessary to avoid manuscript submissions that lack structure. We developed our guidelines to improve the status quo, and we urge the publishers and the editorial-advisory boards of biomedical journals to adopt them. This may also require support from publishers and major international organizations that govern the work of editors.

Assessing racial bias in type 2 diabetes risk prediction algorithms

Risk prediction models for type 2 diabetes can be useful for the early detection of individuals at high risk. However, models may also bias clinical decision-making processes, for instance by differential risk miscalibration across racial groups. We investigated whether the Prediabetes Risk Test (PRT) issued by the National Diabetes Prevention Program, and two prognostic models, the Framingham Offspring Risk Score, and the ARIC Model, demonstrate racial bias between non-Hispanic Whites and non-Hispanic Blacks. We used National Health and Nutrition Examination Survey (NHANES) data, sampled in six independent two-year batches between 1999 and 2010. A total of 9,987 adults without a prior diagnosis of diabetes and with fasting blood samples available were included. We calculated race- and year-specific average predicted risks of type 2 diabetes according to the risk models. We compared the predicted risks with observed ones extracted from the US Diabetes Surveillance System across racial groups (summary calibration). All investigated models were found to be miscalibrated with regard to race, consistently across the survey years. The Framingham Offspring Risk Score overestimated type 2 diabetes risk for non-Hispanic Whites and underestimated risk for non-Hispanic Blacks. The PRT and the ARIC models overestimated risk for both races, but more so for non-Hispanic Whites. These landmark models overestimated the risk of type 2 diabetes for non-Hispanic Whites more severely than for non-Hispanic Blacks. This may result in a larger proportion of non-Hispanic Whites being prioritized for preventive interventions, but it also increases the risk of overdiagnosis and overtreatment in this group. On the other hand, a larger proportion of non-Hispanic Blacks may be potentially underprioritized and undertreated.

Adherence to wearables in implantable cardioverter-defibrillator patients: Preliminary results from the prospective, multicenter SafeHeart-study

Funding Acknowledgements

Type of funding sources: Public grant(s) – EU funding. Main funding source(s): Horizon2020

Introduction

Wearable devices are gaining interest in the clinical assessment of physical behavior as a marker of disease severity. With the increased use, patient willingness and adherence will be increasingly important. As part of the SafeHeart study, examining the potential of physical behavior as an identifier of clinical deterioration in patients with an implantable cardioverter defibrillator (ICD), we present preliminary results on adherence to a wrist-worn wearable used for physical behavior assessment.

Purpose

Define the willingness to participate and long-term adherence to wearables in an ICD population.

Methods

This is a preliminary analysis of the ongoing multicenter, prospective, observational SafeHeart study. SafeHeart is aimed to construct a personalized prediction engine for ICD therapy using wearable-assessed physical behavior, remote ICD monitoring, electronic health records, and patient-reported data. The study will enroll 400 participants with an ICD with or without cardiac resynchronization therapy (CRT-D). In this preliminary analysis, wearable data was analyzed for the first 50 participants, where inclusion required a minimum of 1 month of follow up data. No data from the wearables were provided to the participants. The wrist-worn wearables were used continuously (day and night) for up to 12 months of follow-up. Adherence to the wearable was measured through patient-reported (subjective) adherence and wearable-measured (objective) adherence. Data were extracted from the wearables and non-wear time was detected via open source algorithms. A valid day was set to 22 hours of available wear time with 24-hour periods assessed from 3pm to 3pm for sleep metric capture. The willingness to participate and dropout rates were calculated for the same first 50 patients of the study.

Results

A total of 50 ICD participants were included in this study. The mean age was 65.1 years, 82 % male, with a mean follow up of 7 weeks, generating 326 patient weeks of data. Regarding patient-reported adherence, participants reported 81.4% full adherence and 18.6 % of participants reported very brief non-wear due to e.g. sauna or surgery. Of those reporting non-wear, 62.5% described one episode only of non-wear lasting 15-75 minutes. Regarding objectively measured adherence from wearable data, full adherence was shown in 91.7% of days. The mean number of valid days per participant was 41.3. Recruitment rates showed a willingness to participate of 50% (50/100) out of eligible subjects invited. No participants were lost to follow

Conclusion

Results show high adherence and reasonable willingness to participate without wearable adherence dropping over time. Comparison of objectively measured and patient-reported adherence showed similar values.

Time trends in mental health indicators during the initial 16 months of the COVID-19 pandemic in Denmark

BACKGROUND

The COVID-19 pandemic and its associated national lockdowns have been linked to deteriorations in mental health worldwide. A number of studies analysed changes in mental health indicators during the pandemic; however, these studies generally had a small number of timepoints, and focused on the initial months of the pandemic. Furthermore, most studies followed-up the same individuals, resulting in significant loss to follow-up and biased estimates of mental health and its change. Here we report on time trends in key mental health indicators amongst Danish adults over the course of the pandemic (March 2020 - July 2021) focusing on subgroups defined by gender, age, and self-reported previously diagnosed chronic and/or mental illness.

METHODS

We used time-series data collected by Epinion (N=8,261) with 43 timepoints between 20 March 2020 and 22 July 2021. Using a repeated cross-sectional study design, independent sets of individuals were asked to respond to the Copenhagen Corona-Related Mental Health questionnaire at each timepoint, and data was weighted to population proportions. The six mental health indicators examined were loneliness, anxiety, social isolation, quality of life, COVID-19-related worries, and the mental health scale. Gender, age, and the presence of previously diagnosed mental and/or chronic illness were used to stratify the population into subgroups for comparisons.

RESULTS

Poorer mental health were observed during the strictest phases of the lockdowns, whereas better outcomes occurred during reopening phases. Women, young individuals (<34 yrs), and those with a mental- and/or chronic illness demonstrated poorer mean time-series than others. Those with a pre-existing mental illness further had a less reactive mental health time-series. The greatest differences between women/men and younger/older age groups were observed during the second lockdown.

CONCLUSIONS

People with mental illness have reported disadvantageous but stable levels of mental health indicators during the pandemic thus far, and they seem to be less affected by the factors that result in fluctuating time-series in other subgroups.

Accelerometry-assessed physical behaviour and the association with clinical outcomes in implantable cardioverter-defibrillator recipients: a systematic review

Funding Acknowledgements

Type of funding sources: Public grant(s) – EU funding. Main funding source(s): Eurostars

Introduction

Patients at a high risk of sudden cardiac death (SCD) benefit from an implantable cardioverter defibrillator (ICD). However, they remain at a high risk of (inappropriate) shocks, heart failure, mortality and psychological distress. Consumer-level wearable accelerometry as method for recording physical behaviour (PB) has gained popularity over the past years, but so far the clinical potential is largely underinvestigated. The identification of patterns in PB and the association with clinical outcomes may provide a means to improve ICD therapy.

Purpose

This review addresses the evidence concerning PB in ICD patients and aims to characterise PB patterns associated with clinical outcomes.

Methods

A systematic review of studies focussing on accelerometer-assessed PB in patients older than 18 years equipped with an ICD, or patients at a high risk of SCD (e.g. advanced heart failure) was performed. PB could be assessed using a wearable accelerometer or an embedded accelerometer in the ICD (i.e. device-measured physical activity (D-PA)). Papers presenting quantitative data in English language peer reviewed journals published between January 2000 and September 2020 were identified via the OVID MEDLINE and OVID EMBASE databases. A study protocol describing study selection, data charting and summarisation of results was developed apriori. Study selection was conducted by two independent reviewers and a third reviewer in case of disagreement.

Results

A total of 4219 studies were identified, of which 51 were deemed appropriate for this review. Of these studies, 29 examined D-PA (n = 169.742 patients), 19 examined wearable accelerometery (n = 1.601) and 3 validated wearable accelerometry against D-PA (n = 106). The main findings were that (i) a low level of physical activity (PA) after implantation of the ICD and (ii) a decline in physical activity were both associated with an increased risk of ICD shocks, hospitalization and mortality. Second, PB was affected by cardiac factors (e.g. onset of atrial arrhythmias, ICD shocks) and non-cardiac factors (e.g. seasonal differences, pandemic lockdown). Third, PB was related to left ventricular ejection fraction, physical and cognitive function and quality of life. The evidence regarding wearable accelerometry compared to D-PA was scarce and heterogeneous.

Conclusion

This review demonstrated the potential of PB as an identifier of clinical deterioration in an ICD population. Accelerometer-assessed PB data could improve early warning systems and facilitate preventive and pro-active strategies, especially considering the nature of PB as modifiable risk factor. We suggest two directions for future research: (i) prospective collection of wearable accelerometry data in an ICD population to identify the most clinically relevant behavioural metrics (ii) investigation of preventive measures that can be undertaken once changes in PB are observed. Abstract Figure. Accelerometry-derived physical behaviour

Conventional-dose hormone therapy (HT) and tibolone, but not low-dose HT and raloxifene, increase markers of activated coagulation

OBJECTIVES

Hormone therapy (HT) is associated with a modest, but significantly increased risk for arterial and venous thromboembolism. We have compared the effects of estrogen, tibolone, and raloxifene on relevant markers of coagulation activation and investigated whether there is a dose-response relationship of oral HT.

METHODS

Randomized, open-label, comparative study of 202 healthy women who were assigned to receive treatment for 12 weeks with either low-dose hormone therapy containing 1 mg 17beta-estradiol + 0.5 mg norethisterone acetate (NETA) (n=50), conventional-dose HT containing 2 mg 17beta-estradiol and 1 mg NETA (n=50), 2.5 mg tibolone (n=51), or 60 mg raloxifene (n=51).

RESULTS

The groups were comparable with regard to demographic characteristics and laboratory variables at baseline. D-dimer increased markedly in the conventional-dose HT group, but remained unchanged in the low-dose HT group. Tibolone was associated with a medium increase, whereas raloxifene was associated with a decrease in D-dimer levels. Changes in prothrombin fragment 1 + 2 showed a similar pattern for all four groups, whereas no significant differences in changes of thrombin-antithrombin complex were observed.

CONCLUSIONS

Our data suggest that low-dose HT is associated with less activation of coagulation than conventional-dose HT. This finding may be of clinical importance since randomized clinical trials showing increased risk of thrombosis have utilized conventional-dose HT.

A novel anticoagulant activity assay of tissue factor pathway inhibitor I (TFPI)

Tissue factor (TF) pathway inhibitor I (TFPI) is the physiological inhibitor of TF-induced blood coagulation. Circulating blood contains full-length TFPI and TFPI truncated at the C-terminal end. Previous studies have shown that full-length TFPI exerts a stronger anticoagulant effect on diluted prothrombin time (DPT) than truncated TFPI, and it has been suggested that full-length TFPI is biologically more important in vivo. The objective of this study was to develop and validate an assay of TFPI anticoagulant activity. TFPI anticoagulant activity was assayed using a modified DPT assay. Plasmas were incubated in the absence and the presence of TFPI-blocking antibodies. Results were expressed as a ratio with the clotting time in the presence of anti-TFPI as the denominator. The ratio was normalized against a ratio obtained with a reference plasma. The assay was compared with assays of TFPI free antigen, total antigen, and bound TFPI, and TFPI chromogenic substrate activity. We performed all tests in 436 healthy individuals. The normalized TFPI anticoagulant ratio was strongly associated with TFPI free antigen (r = 0.73) but was weakly associated with TFPI chromogenic substrate activity (r = 0.46), TFPI total antigen (r = 0.48), and bound TFPI (r = 0.30). TFPI chromogenic substrate activity was strongly associated with TFPI total antigen (r = 0.73). We have developed a novel assay of TFPI anticoagulant activity in plasma, which may be considered a functional assay of full-length TFPI. Further studies are needed to establish the role of TFPI anticoagulant activity for thrombotic disorders.

Low molecular weight heparin prevents activation of coagulation in a hypobaric environment

It is commonly thought that people are at increased risk of venous thrombosis during air flights, but the magnitude of the risk is unknown. Suggested risk factors are hypobaric hypoxia, stasis, and dehydration. In a previous experimental study, we found immediate activation of coagulation as determined by the levels of prothrombin fragments 1 + 2 (F(1 + 2)) and thrombin-antithrombin complex (TAT) after rapid exposure to a hypobaric and hypoxic environment (76 kPa). The aim of the present study was to examine the ability of low molecular weight heparin (LMWH) to prevent such activation. Twelve healthy male volunteers were given 40 mg enoxaparin as a single subcutaneous injection 1 h prior to exposure from 96.3 to 76 kPa. We found no activation of coagulation as judged by F(1 + 2) or TAT. Anti-activated factor X activity levels and release of tissue factor pathway inhibitor was normal. We conclude that high prophylactic doses of a LMWH most probably prevent activation of coagulation in a hypobaric environment.

The effects of hormone replacement therapy (HRT) on hemostatic variables in women with previous venous thromboembolism--results from a randomized, double-blind, clinical trial

In a recent randomized, double-blind, placebo-controlled trial of women with a history of venous thromboembolism (VTE), we found that hormone replacement therapy (HRT) was associated with an early excess risk of recurrent thrombosis. The aims of the present study were to characterize the effects of HRT on coagulation in these women to elucidate the mechanism(s) by which HRT increases the risk of thrombosis. The study comprised 140 women who were randomized to receive continuous treatment for 24 months with once daily 2 mg 17-beta-estradiol plus 1 mg norethisterone acetate (n = 71) or placebo (n = 69). HRT caused significant increases in prothrombin fragments 1+2, thrombin-antithrombin complex, and D-Dimer after 3 months, but these changes were less pronounced on prolonged treatment. The increases in markers of activated coagulation was higher in those women who subsequently developed recurrent thrombosis, but was similar in carriers and non-carriers of the factor V Leiden mutation. HRT had no effects on fibrinogen and factor VIII. Activated factor VII, but not factor VII antigen, decreased significantly on HRT as compared with placebo. The coagulation inhibitors antithrombin, protein C, and TFPI, but not protein S, all showed significant sustained decreases in the HRT group as compared with placebo. Antithrombin and protein C decreased by 8-12% on HRT, whereas TFPI activity decreased by 12-17% and TFPI free antigen by 29-30%. In multivariate analysis, only TFPI activity was a significant predictor for the increased activation of coagulation. We conclude that HRT was associated with early activation of coagulation, which corroborates the finding of an early risk of recurrent VTE. This activation may in part be explained by reduction in circulating anticoagulants.

Association between acute hypobaric hypoxia and activation of coagulation in human beings

The risk of venous thrombosis is thought to be increased by flying. In a study of 20 healthy male volunteers who were suddenly exposed to a hypobaric environment similar to that encountered within aeroplane cabins, markers of activated coagulation transiently Increased by two-fold to eight-fold. We suggest that hypobaric hypoxia, with sedentariness and dehydration, may cause this increased risk of venous thrombosis.

Dose-dependent release of endogenous tissue factor pathway inhibitor by different low molecular weight heparins

Tissue factor pathway inhibitor (TFPI) is released to circulating blood after intravenous and subcutaneous injections of heparins, and may thus contribute to the antithrombotic effect of heparins. A previous study suggested different abilities of various low molecular weight heparins (LMWH) to release endogenous TFPI, but the dose-response relationship was not determined. In the present study, the dose-response relationship for escalating doses of two LMWHs, dalteparin and enoxaparin, on the release of endogenous TFPI was investigated. Six healthy male participants were given 50, 100 and 200 U/kg dalteparin and 0.5, 1.0 and 2.0 mg/kg enoxaparin as a single subcutaneous injection. The study was a randomized, cross-over design with a 1-week wash-out period between each injection. Peak free TFPI antigen and TFPI activity were detected after only 1 h, whereas anti-activated factor X (anti-FXa) and anti-activated factor II (anti-FIIa) activities were detected after 2-6 h. Putative therapeutic equivalent doses of dalteparin and enoxaparin gave similar release of endogenous TFPI, but dissimilar effects on anti-FXa and anti-FIIa activities.

The effects of hormone replacement therapy on hemostatic variables in women with angiographically verified coronary artery disease: results from the estrogen in women with atherosclerosis study

Data on the effect of hormone replacement therapy on hemostasis are inconsistent, and there are few data in women with coronary artery disease. In a single-center, open, randomized study, 118 postmenopausal women with angiographically verified coronary artery disease were randomized to hormone replacement therapy, given as long-cycle transdermal 17-beta-estradiol (50 microg/24 hour) for 3 months with sequential medroxy-progesterone acetate for 14 days, or to a control group receiving no therapy. Hemostatic parameters were measured at baseline and after 3 and 12 months of therapy. The coagulation inhibitors antithrombin, protein C, and protein S, but not tissue factor pathway inhibitor, decreased significantly from baseline in the hormone replacement therapy group at both 3 and 12 months as compared with the control group. The absolute decreases within the hormone replacement therapy group were 3 to 10%. No significant differences between the two treatment groups were observed for the coagulation products prothrombin fragment 1+2 or thrombin-antithrombin complex or for D-dimer, although there were significant decreases in the levels within the hormone replacement therapy group. Levels of fibrinogen, activated factor VII, and factor VII antigen were not significantly influenced by hormone replacement therapy treatment. Similarly, nonsignificant changes were detected for the fibrinolytic parameters tissue plasminogen activator activity, tissue plasminogen activator antigen, and global fibrinolytic activity, but plasminogen activator inhibitor type 1 was significantly lower in the hormone replacement therapy group due to a questionable increase in the levels in the control group. In conclusion, treatment with transdermal estradiol combined with long-cycle progestins was associated with no net activation of coagulation despite reduced levels of coagulation inhibitors.

A new sensitive chromogenic substrate assay of tissue factor pathway inhibitor type 1

The present assay is a modification of our previously published two-stage chromogenic substrate assay of tissue factor pathway inhibitor type-1 (TFPI) activity [1]. In the first stage, the reaction mixture was made with factor VIIa (FVIIa) molecules in excess of tissue factor (TF) binding sites and contained diluted plasma, recombinant FVIIa (10 nM), recombinant TF (1/400 vol/vol), bovine factor Xa (1,1 nM), I-2882(R) (100 microg/ml), and CaCl(2) (10 mM). The fibrin polymerisation inhibitor I-2882(R) was added to the reaction mixture to prevent formation of cross-linked fibrin. In the second stage, residual TF/FVIIa catalytic activity was measured by the addition of a substrate mixture that contained bovine factor X and a chromogenic substrate (S-2222(R)). Standard curves were constructed using serial dilutions (0-1%) of pooled normal plasma. The dose-response relationship for serial dilutions of plasma was linear. The intra-assay coefficient of variations (CVs) for pre- and postheparin plasma samples (i.e., normal and high TFPI levels) were 1.7% and 9.9%, respectively; the inter-assay CVs were 10.0% and 19. 7%, respectively. The effect of variation in antithrombin activity on the assay was approximately 5%. The present assay correlated fairly well with our previously published assay (r=0.82, n=100) and with a commercial TFPI activity assay (Actichrome(R) TFPI Activity Assay, American Diagnostica, Greenwich, CT, USA; r=0.90, n=100), as well as with an antigen assay for TFPI total antigen (Imubind(R), American Diagnostica; r=0,96, n=100). Altman and Bland plots revealed that our previous assay underestimated TFPI activity at high TFPI levels (i.e., postheparin TFPI samples) compared with the other methods.

Partial depletion of tissue factor pathway inhibitor during subcutaneous administration of unfractionated heparin, but not with two low molecular weight heparins

Tissue factor pathway inhibitor (TFPI) is released to circulating blood after intravenous (i.v.) and subcutaneous (s.c.) injections of heparins, and may thus contribute to the antithrombotic effect of heparins. We have recently shown that total TFPI activity, plasma free TFPI antigen, and heparin releasable TFPI were partially depleted during repeated and continuous i.v. infusion of unfractionated heparin (UFH), but not during s.c. treatment with a low molecular weight heparin (LMWH). The difference may be attributed to a different mode of action or the different mode of administration. In the present randomized cross-over study, s.c. administration of therapeutic doses of UFH was compared with s.c. administration of two LMWHs. 12 healthy male volunteers were treated for 3 d with UFH, 250 U/kg twice daily, dalteparin, 200 U/kg once daily, and enoxaparin, 1.5 mg/kg once daily. Six participants were also treated with UFH, 300 U/kg once daily. On day 5 a single dose of either drug was given. Peak levels of total TFPI activity and free TFPI antigen were detected 1 h after injection, whereas maximal prolongation of activated partial thromboplastin time (APTT) and peak levels of anti-factor Xa activity and anti-factor IIa activity were detected after 4 h. On UFH administered twice daily, free TFPI antigen decreased by 44% from baseline level before the first injection on day 1 to pre-injection level on day 5. On UFH administered once daily, basal free TFPI antigen decreased by 50%, 56% and 27% on day 2, 3 and 5 respectively, compared with day 1. Minimal depletion of TFPI was detected during treatment with LMWHs. The study demonstrates the different modes of action of LMWHs and UFH and may help to explain the superior antithrombotic efficacy of LMWHs.