Table 1

Summary of the protocol of a target trial estimating differences in dengue transmission risk for individuals residing in Wolbachia release sites vs those in control locations who are not

ComponentHypothetical cluster-randomized trialTarget trial emulation
EligibilityPatients who report for undifferentiated febrile illness to any general practitioner clinic, polyclinic or public/private hospital during trial duration and have home addresses that are in trial locations between EW1 2019 and EW26 2022Same as hypothetical trial
Intervention strategiesRelease of wAlB-SG infected male Ae. aegypti in home address of participants. An individual is considered directly intervened by Wolbachia if home address resides in an area that has sustained releases for more than:
 
  • (1) 3 months

  • (2) 6 months

  • (3) 12 months

Same as hypothetical trial
Intervention assignmentTownships at historically high risk of dengue transmission pre-selected to either receive intervention or control randomly
Townships undergo a constrained randomization strategy for control and intervention to prevent chance imbalance and have same historical dengue incidence rates in the pre-intervention period
Townships are the unit of randomization
Four long-term Wolbachia field trial townships not randomly pre-selected
Control townships undergo a constrained randomization same as the hypothetical trial to match the historical dengue incidence rates of the intervention township in the pre-intervention period
Townships are the unit of randomization
Release strategyStandardized release protocol of 1–7 wAlbB-SG males were released per study site resident per week
All designated intervention sites would implement intervention at the start of the trial
Standardized release protocol of 1–7 wAlbB-SG males were released per study site resident per week
Four long-term Wolbachia field trial townships either adopted an expanding release approach (release sites were gradually expanded to adjacent neighbourhoods) or targeted release approach (focused releases on areas with high Aedes aegypti abundance and persistent dengue transmission)
BlindingIntervention and participants unblinded to interventionSame as hypothetical trial
Follow-upN/A. Repeated tests were removedSame as hypothetical trial
EnrolmentUnexposed individuals were enrolled if they reported for febrile illness throughout the trial duration and did not reside in an intervention location, whereas exposed individuals were enrolled if they reported for febrile illness and were residing in an intervention location that had interventions for 3, 6 or ≥12 monthsSame as hypothetical trial
Primary outcomeTest-positive for dengue using highly sensitive and specific laboratory tests14,15 (internally controlled RT-qPCR assay, dengue non-structural protein 1 (NS1) or IgM)Same as hypothetical trial
Causal contrastIntention-to-treat effectObservational analogue of the intention-to-treat effect
Analysis planIntervention (exposure) variable of interest: wAlB-SG infected male Ae. aegypti at home address will be considered as a binary classification based on time since intervention (see intervention strategies)
Outcome variable: test-positive status for dengue at point of testing
Doubly robust logistic regression will be used to assess the intervention effect by estimating the aggregate odds ratio, which compares the exposure odds among test-positive cases vs test-negative controls. The null hypothesis is that the odds of residing in the intervention locations are the same among test-positive cases as test-negative controls
All analyses will be adjusted for environmental and anthropogenic risk factors associated with dengue transmission risk, and the propensity to receive treatment based on the same risk factors. See detailed statistical analysis plan below
Same as hypothetical trial
ComponentHypothetical cluster-randomized trialTarget trial emulation
EligibilityPatients who report for undifferentiated febrile illness to any general practitioner clinic, polyclinic or public/private hospital during trial duration and have home addresses that are in trial locations between EW1 2019 and EW26 2022Same as hypothetical trial
Intervention strategiesRelease of wAlB-SG infected male Ae. aegypti in home address of participants. An individual is considered directly intervened by Wolbachia if home address resides in an area that has sustained releases for more than:
 
  • (1) 3 months

  • (2) 6 months

  • (3) 12 months

Same as hypothetical trial
Intervention assignmentTownships at historically high risk of dengue transmission pre-selected to either receive intervention or control randomly
Townships undergo a constrained randomization strategy for control and intervention to prevent chance imbalance and have same historical dengue incidence rates in the pre-intervention period
Townships are the unit of randomization
Four long-term Wolbachia field trial townships not randomly pre-selected
Control townships undergo a constrained randomization same as the hypothetical trial to match the historical dengue incidence rates of the intervention township in the pre-intervention period
Townships are the unit of randomization
Release strategyStandardized release protocol of 1–7 wAlbB-SG males were released per study site resident per week
All designated intervention sites would implement intervention at the start of the trial
Standardized release protocol of 1–7 wAlbB-SG males were released per study site resident per week
Four long-term Wolbachia field trial townships either adopted an expanding release approach (release sites were gradually expanded to adjacent neighbourhoods) or targeted release approach (focused releases on areas with high Aedes aegypti abundance and persistent dengue transmission)
BlindingIntervention and participants unblinded to interventionSame as hypothetical trial
Follow-upN/A. Repeated tests were removedSame as hypothetical trial
EnrolmentUnexposed individuals were enrolled if they reported for febrile illness throughout the trial duration and did not reside in an intervention location, whereas exposed individuals were enrolled if they reported for febrile illness and were residing in an intervention location that had interventions for 3, 6 or ≥12 monthsSame as hypothetical trial
Primary outcomeTest-positive for dengue using highly sensitive and specific laboratory tests14,15 (internally controlled RT-qPCR assay, dengue non-structural protein 1 (NS1) or IgM)Same as hypothetical trial
Causal contrastIntention-to-treat effectObservational analogue of the intention-to-treat effect
Analysis planIntervention (exposure) variable of interest: wAlB-SG infected male Ae. aegypti at home address will be considered as a binary classification based on time since intervention (see intervention strategies)
Outcome variable: test-positive status for dengue at point of testing
Doubly robust logistic regression will be used to assess the intervention effect by estimating the aggregate odds ratio, which compares the exposure odds among test-positive cases vs test-negative controls. The null hypothesis is that the odds of residing in the intervention locations are the same among test-positive cases as test-negative controls
All analyses will be adjusted for environmental and anthropogenic risk factors associated with dengue transmission risk, and the propensity to receive treatment based on the same risk factors. See detailed statistical analysis plan below
Same as hypothetical trial
Table 1

Summary of the protocol of a target trial estimating differences in dengue transmission risk for individuals residing in Wolbachia release sites vs those in control locations who are not

ComponentHypothetical cluster-randomized trialTarget trial emulation
EligibilityPatients who report for undifferentiated febrile illness to any general practitioner clinic, polyclinic or public/private hospital during trial duration and have home addresses that are in trial locations between EW1 2019 and EW26 2022Same as hypothetical trial
Intervention strategiesRelease of wAlB-SG infected male Ae. aegypti in home address of participants. An individual is considered directly intervened by Wolbachia if home address resides in an area that has sustained releases for more than:
 
  • (1) 3 months

  • (2) 6 months

  • (3) 12 months

Same as hypothetical trial
Intervention assignmentTownships at historically high risk of dengue transmission pre-selected to either receive intervention or control randomly
Townships undergo a constrained randomization strategy for control and intervention to prevent chance imbalance and have same historical dengue incidence rates in the pre-intervention period
Townships are the unit of randomization
Four long-term Wolbachia field trial townships not randomly pre-selected
Control townships undergo a constrained randomization same as the hypothetical trial to match the historical dengue incidence rates of the intervention township in the pre-intervention period
Townships are the unit of randomization
Release strategyStandardized release protocol of 1–7 wAlbB-SG males were released per study site resident per week
All designated intervention sites would implement intervention at the start of the trial
Standardized release protocol of 1–7 wAlbB-SG males were released per study site resident per week
Four long-term Wolbachia field trial townships either adopted an expanding release approach (release sites were gradually expanded to adjacent neighbourhoods) or targeted release approach (focused releases on areas with high Aedes aegypti abundance and persistent dengue transmission)
BlindingIntervention and participants unblinded to interventionSame as hypothetical trial
Follow-upN/A. Repeated tests were removedSame as hypothetical trial
EnrolmentUnexposed individuals were enrolled if they reported for febrile illness throughout the trial duration and did not reside in an intervention location, whereas exposed individuals were enrolled if they reported for febrile illness and were residing in an intervention location that had interventions for 3, 6 or ≥12 monthsSame as hypothetical trial
Primary outcomeTest-positive for dengue using highly sensitive and specific laboratory tests14,15 (internally controlled RT-qPCR assay, dengue non-structural protein 1 (NS1) or IgM)Same as hypothetical trial
Causal contrastIntention-to-treat effectObservational analogue of the intention-to-treat effect
Analysis planIntervention (exposure) variable of interest: wAlB-SG infected male Ae. aegypti at home address will be considered as a binary classification based on time since intervention (see intervention strategies)
Outcome variable: test-positive status for dengue at point of testing
Doubly robust logistic regression will be used to assess the intervention effect by estimating the aggregate odds ratio, which compares the exposure odds among test-positive cases vs test-negative controls. The null hypothesis is that the odds of residing in the intervention locations are the same among test-positive cases as test-negative controls
All analyses will be adjusted for environmental and anthropogenic risk factors associated with dengue transmission risk, and the propensity to receive treatment based on the same risk factors. See detailed statistical analysis plan below
Same as hypothetical trial
ComponentHypothetical cluster-randomized trialTarget trial emulation
EligibilityPatients who report for undifferentiated febrile illness to any general practitioner clinic, polyclinic or public/private hospital during trial duration and have home addresses that are in trial locations between EW1 2019 and EW26 2022Same as hypothetical trial
Intervention strategiesRelease of wAlB-SG infected male Ae. aegypti in home address of participants. An individual is considered directly intervened by Wolbachia if home address resides in an area that has sustained releases for more than:
 
  • (1) 3 months

  • (2) 6 months

  • (3) 12 months

Same as hypothetical trial
Intervention assignmentTownships at historically high risk of dengue transmission pre-selected to either receive intervention or control randomly
Townships undergo a constrained randomization strategy for control and intervention to prevent chance imbalance and have same historical dengue incidence rates in the pre-intervention period
Townships are the unit of randomization
Four long-term Wolbachia field trial townships not randomly pre-selected
Control townships undergo a constrained randomization same as the hypothetical trial to match the historical dengue incidence rates of the intervention township in the pre-intervention period
Townships are the unit of randomization
Release strategyStandardized release protocol of 1–7 wAlbB-SG males were released per study site resident per week
All designated intervention sites would implement intervention at the start of the trial
Standardized release protocol of 1–7 wAlbB-SG males were released per study site resident per week
Four long-term Wolbachia field trial townships either adopted an expanding release approach (release sites were gradually expanded to adjacent neighbourhoods) or targeted release approach (focused releases on areas with high Aedes aegypti abundance and persistent dengue transmission)
BlindingIntervention and participants unblinded to interventionSame as hypothetical trial
Follow-upN/A. Repeated tests were removedSame as hypothetical trial
EnrolmentUnexposed individuals were enrolled if they reported for febrile illness throughout the trial duration and did not reside in an intervention location, whereas exposed individuals were enrolled if they reported for febrile illness and were residing in an intervention location that had interventions for 3, 6 or ≥12 monthsSame as hypothetical trial
Primary outcomeTest-positive for dengue using highly sensitive and specific laboratory tests14,15 (internally controlled RT-qPCR assay, dengue non-structural protein 1 (NS1) or IgM)Same as hypothetical trial
Causal contrastIntention-to-treat effectObservational analogue of the intention-to-treat effect
Analysis planIntervention (exposure) variable of interest: wAlB-SG infected male Ae. aegypti at home address will be considered as a binary classification based on time since intervention (see intervention strategies)
Outcome variable: test-positive status for dengue at point of testing
Doubly robust logistic regression will be used to assess the intervention effect by estimating the aggregate odds ratio, which compares the exposure odds among test-positive cases vs test-negative controls. The null hypothesis is that the odds of residing in the intervention locations are the same among test-positive cases as test-negative controls
All analyses will be adjusted for environmental and anthropogenic risk factors associated with dengue transmission risk, and the propensity to receive treatment based on the same risk factors. See detailed statistical analysis plan below
Same as hypothetical trial
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