Purpose <p>We hypothesised that the biological heterogeneity of sepsis may highlight sepsis subtypes with differences in response to intravenous vitamin C treatment in the Lessening Organ Dysfunction with VITamin C (LOVIT) trial. Our aims were to identify sepsis subtypes and to test whether sepsis subtypes have differences in treatment effect to vitamin C and describe putative biological effects of vitamin C treatment.</p> Methods <p>We measured biomarkers of inflammation, at baseline and at 7&#xa0;days post-randomisation, in 457/863 (53.0%) of participants with plasma samples in the LOVIT trial. We used agglomerative hierarchical clustering on log<sub>10</sub>-transformed baseline data of 26 biomarkers to identify sepsis subtypes. We analysed differences in vitamin C treatment effect with regression models incorporating robust standard errors to report odds ratio and 95% confidence intervals (OR(95% CI)). All analyses were completed blinded to treatment allocation.</p> Results <p>Our cohort included 233/429 (54.3%) allocated to vitamin C and 224/434 (51.6%) allocated to placebo. A three-subtype model best explained the variance in our data. Subtype-2 had the highest, and subtype-3 had the lowest levels of inflammatory response. In paired longitudinal samples, vitamin C did not have discernible anti-inflammatory effects, with anti-inflammatory effects related to time since randomisation and concomitant hydrocortisone treatment. The treatment effect estimates (OR (95% CI)) for subtype-1, subtype-2 and subtype-3 were 1.04 (0.63–1.73), 1.33 (0.53–3.36) and 1.95 (0.85–4.49), respectively (test of heterogeneity <i>p</i> = 0.002).</p> Conclusion <p>We report three sepsis subtypes based on inflammatory response profile. No subtype benefitted from vitamin C treatment in the LOVIT trial, with heterogeneity of treatment effect in the magnitude of harm.</p> Trial registration <p>Funded by the Lotte and John Hecht Memorial Foundation; LOVIT ClinicalTrials.gov number,&#xa0;NCT03680274.</p>

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Sepsis subtypes and differential treatment response to vitamin C: biological sub-study of the LOVIT trial

  • J. Rynne,
  • M. Mosavie,
  • Marie-Hélène Masse,
  • Julie Ménard,
  • Marie-Claude Battista,
  • David M. Maslove,
  • Lorenzo del Sorbo,
  • Charles St-Arnaud,
  • Frederick DAragon,
  • Alison Fox-Robichaud,
  • Emmanuel Charbonney,
  • Neill K. J. Adhikari,
  • François Lamontagne,
  • M. Shankar-Hari,
  • Michaël Chassé,
  • Pierre Aslanian,
  • Sylvain Bélisle,
  • Jean-François Cailhier,
  • François Martin Carrier,
  • André Denault,
  • Martin Girard,
  • Jean-Gilles Guimond,
  • Antoine Halwagi,
  • Paul Hébert,
  • Christophe Kolan,
  • Caroline Ouellet,
  • Nicholas Robillard,
  • Fatna Benettaib,
  • Dounia Boumahni,
  • Martine Lebrasseur,
  • Maya Salamé,
  • Marie-Ève Cantin,
  • Patrick Archambault,
  • Christine Drouin,
  • Estel Duquet-Deblois,
  • Monia Noël-Hunter,
  • Jean-Nicolas Dubé,
  • Marie-Josée Bériault,
  • Marco Chacon,
  • David Claveau,
  • Jean-François Naud,
  • Élise Rodrigue,
  • Danielle Tapss,
  • Guylaine Toupin,
  • Han Ting Wang,
  • Marc Brosseau,
  • Brian Laufer,
  • François Marquis,
  • Francis Toupin,
  • Danaë Tassy,
  • Vincent Cheung,
  • Sam-Ang Toun,
  • Frédérick D’Aragon,
  • Dominique Bérard,
  • Brian Grondin-Beaudoin,
  • Marc-André Leclair,
  • Olivier Lesur,
  • Michaël Mayette,
  • Yannick Poulin,
  • Hector Quiroz Martinez,
  • Elaine Carbonneau,
  • Julie Bélisle,
  • Marie-Pier Bouchard,
  • Line Côté,
  • Marylène Ladouceur,
  • Joannie Marchand,
  • Alexandra Naisby,
  • Louise Robert-Petit,
  • Marie-Ève Thibault,
  • Martin Albert,
  • Francis Bernard,
  • Alexandros Cavayas,
  • Karim Serri,
  • David Williamson,
  • Virginie Williams,
  • Julia Lainer Palacios,
  • François Lauzier,
  • Charles Francoeur,
  • Guillaume Leblanc,
  • Maude St-Onge,
  • Alexis Turgeon,
  • David Bellemare,
  • Marie-Claude Boulanger,
  • Eve Cloutier,
  • Gabrielle Guilbault,
  • Frédérique Thibeault,
  • Emilie Belley-Côté,
  • Maureen Meade,
  • Richard Whitlock,
  • Lori Hand,
  • Leah Hayward,
  • Courtney Mullen,
  • Nevena Savija,
  • François Lellouche,
  • Mathieu Simon,
  • Ying Tung Sia,
  • Patricia Lizotte,
  • Bram Rochwerg,
  • Tina Millen,
  • David Maslove,
  • J Gordon Boyd,
  • John Drover,
  • John Muscedere,
  • Stephanie Sibley,
  • Tracy Boyd,
  • Miranda Hunt,
  • Tina Mele,
  • Tracey Bentall,
  • Chadia ElKhatib,
  • Jason Shahin,
  • Kosar Khwaja,
  • Josie Campisi,
  • Norine Alam,
  • Raham Rahgoshai,
  • Sangeeta Mehta,
  • Michael Detsky,
  • Sumesh Shah,
  • Sonny Kohli,
  • Fulan Cui,
  • Vikas Khera,
  • David McConachie,
  • Sachdeep Rehsia,
  • Dalisha Bharti,
  • Adic Perez,
  • Demetrios James Kutsogiannis,
  • Raiyan Chowdhury,
  • Jon Davidow,
  • Curtis Johnston,
  • Michael Kim,
  • Kimberley Macala,
  • Sam Marcushamer,
  • Darren Markland,
  • Doug Matheson,
  • Arabesque Parker,
  • Damian Paton-Gay,
  • Tayne Hewer,
  • Patrica Thompson,
  • Deborah Cook,
  • Waleed Al-Hazzani,
  • Erick Duan,
  • Tania Ligori,
  • Mark Soth,
  • France Clarke,
  • Mary Copland,
  • Karlo Matic,
  • Neill K. J Adhikari,
  • Andre Amaral,
  • Brian H . Cuthbertson,
  • Robert A . Fowler,
  • Dominique Piquette,
  • Damon C Scales,
  • Bourke Tillmann,
  • Hannah Wunsch,
  • Nicole Marinoff,
  • Maneesha Kamra,
  • Navjot Kaur,
  • Deeptha Murali,
  • Thivya Sabananthan,
  • Thuva Sugumaran,
  • Andrew Seely,
  • Shane English,
  • Hilary Meggison,
  • Sherissa Microys,
  • Scott Millington,
  • Aimee Sarti,
  • Jessica Haines,
  • Sydney Miezitis,
  • Rebecca Porteous,
  • Irene Watpool,
  • Eddy Fan,
  • John Granton,
  • Hesham Abdelhady,
  • Tina Romagnuolo,
  • Oleksa Rewa,
  • Sean Bagshaw,
  • Michael Meier,
  • Wendy Sligl,
  • Nadia Baig,
  • Gordon Wood,
  • Daniel Ovakim,
  • Fiona Auld,
  • Gayle Carney,
  • Deborah Parfett,
  • Rémi Leblanc,
  • Matthieu Poirier,
  • Theophile Theriault,
  • Maryse Williston,
  • Jackie Caissie Collette,
  • Melanie Carriere,
  • Melissa Daigle,
  • Bernise Gaudet,
  • Karine Morin,
  • Lola Ouellette-Bernier,
  • Julie Poitras,
  • Melanie Robichaud,
  • Joanne Rockburn,
  • Armand Mekontso Dessap,
  • Romain Arrestier,
  • François Bagate,
  • Ines Bendib,
  • Brice Benelli,
  • Enora Berti,
  • Astrid Bertier,
  • Pedro Cavaleiro,
  • Nicolas Prost,
  • Segolene Gendreau,
  • Otto Hartman,
  • Anne-Fleur Haudebourg,
  • Julien Lopinto,
  • Paul Masi,
  • Gaël Michaud,
  • Keyvan Razazi,
  • Samuel Tuffet,
  • Aline Alves,
  • Luiza Nait Chabane,
  • Fariza Ouali,
  • Rachida Ouedraogo,
  • Djillali Annane,
  • Lilia Abdeladim,
  • Rania Bounab,
  • Nicholas Heming,
  • Virginie Maxime,
  • Pierre Moine,
  • Isabelle Bossard,
  • Segolene Jourdier,
  • Siline Mahiou,
  • Hayette Tessa,
  • Shay McGuinness,
  • Jonathan Ball,
  • Immanuel Hennessy,
  • Maurice Hogan,
  • Magdalena Butler,
  • Keri-Anne Cowdrey,
  • Eileen Gilder,
  • Rachael Parke,
  • Samantha Ryan,
  • Melissa Woollett,
  • Andrew Poll,
  • Kerry Benson-Cooper,
  • Jonathan Chen,
  • Kirk Freeman,
  • David Harley,
  • Dave Harvey,
  • Craig Hourigan,
  • Kylie Julian,
  • Stephen Lo,
  • Colin McArthur,
  • Stuart Miller,
  • Chris Pointer,
  • Rex Anthony Smith,
  • Laura Tincknell,
  • Rachael McConnochie,
  • Catherine Simmonds,
  • Geoffrey Shaw,
  • Toby Betteridge,
  • Brandon Burke,
  • David Closey,
  • Rosalind Crombie,
  • Neil Davidson,
  • Louise Henderson,
  • Seton Henderson,
  • Louise Hitchings,
  • David Knight,
  • Christine Quigley,
  • Jay Ritzema Carter,
  • Jessica Roberts,
  • Katherine Townend,
  • Tara Doyle,
  • Jan Mehrtens,
  • Stacey Morgan,
  • Anna Morris,
  • Kymbalee Heyden,
  • Pawel Twardowski,
  • Martin Dvoracek,
  • Markus Renner,
  • David Silverman,
  • Myles Smith,
  • Katherine Monica Stephens,
  • Hansjörg Albert Waibel,
  • Stefan Wiebe,
  • Mark Woolley,
  • Amie Eden,
  • Dawn France,
  • Ulrike Buehner,
  • Katallah Kramer,
  • Erin Williams,
  • Troy Browne,
  • Owen Callender,
  • Jonathan Chen,
  • Susanne Farrell,
  • Vicky Higson,
  • David Jackson,
  • Owen Keet,
  • Jennifer Goodson,
  • Robert Martynoga,
  • Kelly Byrne,
  • Amelia Butler,
  • Kara Trask,
  • Gay Mans,
  • Jonathan Termaat,
  • Paul Young,
  • Colin Barnes,
  • Ben Barry,
  • Kim Grayson,
  • James Moore,
  • Alex Psirides,
  • Shawn Sturland,
  • Kate Tietjens,
  • Bob Ure,
  • Laurence Walker,
  • Jason Wright,
  • April Aguilar-Dano,
  • Kirsha Delaney,
  • Cassie Lawrence,
  • Mildred Lesona,
  • Alexandra Millington,
  • Leanlove Navarra,
  • Shaanti Olatunji,
  • Raulle Sol Cruz,
  • Rhoze Sol Cruz,
  • Chelsea Young,
  • Andrew Day,
  • Deborah J Cook,
  • Gordon H Guyatt,
  • Sheila Sprague,
  • Dian Cohen,
  • Daren K Heyland,
  • Neill K. J Adhikari,
  • Ruxandra Pinto,
  • Salmaan Kanji,
  • Djillali Annane,
  • Bharath Kumar Tirupakuzhi Vijayaraghavan,
  • Shay McGuinness,
  • Rachael Parke,
  • Yaseen Arabi

摘要

Purpose

We hypothesised that the biological heterogeneity of sepsis may highlight sepsis subtypes with differences in response to intravenous vitamin C treatment in the Lessening Organ Dysfunction with VITamin C (LOVIT) trial. Our aims were to identify sepsis subtypes and to test whether sepsis subtypes have differences in treatment effect to vitamin C and describe putative biological effects of vitamin C treatment.

Methods

We measured biomarkers of inflammation, at baseline and at 7 days post-randomisation, in 457/863 (53.0%) of participants with plasma samples in the LOVIT trial. We used agglomerative hierarchical clustering on log10-transformed baseline data of 26 biomarkers to identify sepsis subtypes. We analysed differences in vitamin C treatment effect with regression models incorporating robust standard errors to report odds ratio and 95% confidence intervals (OR(95% CI)). All analyses were completed blinded to treatment allocation.

Results

Our cohort included 233/429 (54.3%) allocated to vitamin C and 224/434 (51.6%) allocated to placebo. A three-subtype model best explained the variance in our data. Subtype-2 had the highest, and subtype-3 had the lowest levels of inflammatory response. In paired longitudinal samples, vitamin C did not have discernible anti-inflammatory effects, with anti-inflammatory effects related to time since randomisation and concomitant hydrocortisone treatment. The treatment effect estimates (OR (95% CI)) for subtype-1, subtype-2 and subtype-3 were 1.04 (0.63–1.73), 1.33 (0.53–3.36) and 1.95 (0.85–4.49), respectively (test of heterogeneity p = 0.002).

Conclusion

We report three sepsis subtypes based on inflammatory response profile. No subtype benefitted from vitamin C treatment in the LOVIT trial, with heterogeneity of treatment effect in the magnitude of harm.

Trial registration

Funded by the Lotte and John Hecht Memorial Foundation; LOVIT ClinicalTrials.gov number, NCT03680274.