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Supplementary Information 1. Search strings used to collect data of new antimalarial drug targets (Data collected from Derwent Innovation Index) Drug Targets CDK DNA Replication Transcription Fatty Acid Synthesis Search String Topic=(“cdk inhibitor”) Refined by: Topic=(malaria OR protoz*) Topic=(“ Cyclin dependent kinase’’) Refined by: Topic=(malaria or protoz*) Topic=(“Pfmrk”) or (“PK5) or (“PK6) Topic= (“DNA Replication”) Refined by: Topic=(malaria OR protoz*) Topic=(ciprofloxacin) AND Topic=(malaria or protoz*) Topic=("RNA polymerase") AND Topic=(malaria OR protoz*) Topic=("RNA polymerase inAhibi*") AND Topic=(malaria OR protoz*) Topic=(rifampin) OR Topic=(rifampicin) Refined by: Topic=(malaria OR protoz*) Topic=(streptolydigin OR microcin OR myxopyronin) AND Topic=(malaria OR protoz*) Topic=(Fatty acid synthesis) AND Topic=(malaria) Topic=(FabI OR enoyl-ACP reductase) AND Topic=(malaria) Topic=(FabI OR enoyl-ACP reductase) AND Topic=(plasmodium OR malaria OR protozoa) Isoprenoid biosynthesis Folate pathway Glycolysis Salvage pathway Shikimate pathway Mitochondrial targets Food Vacuoles Topic=(FabI OR enoyl-ACP reductase) AND Title=(plasmodium OR malaria OR protozoa) Topic=(DOXP) AND Topic=(malaria) Topic=(dihydrofolate reductase) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Topic=(dihydropteroate synthase) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Topic=(methotrexate) Refined by: Topic=(dihydrofolate reductase) AND Topic=(malaria OR Plasmodium OR protozoa) Topic=(aminopterin) Refined by: Topic=(dihydrofolate reductase) AND Topic=(malaria OR Plasmodium OR protozoa) Topic=('lactate dehydrogenase inhibitor) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Topic=('Purine nucleoside phosphorylase') OR Topic=(pnp) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Topic=(Hypoxanthine guanine) OR Topic=(HGXPT) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Topic=(Shikimate pathway) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Topic=(ubiquinol cytochrome oxidoreductase) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Topic=('plasmepsin protease') Refined by: Topic=(malaria OR Plasmodium OR protozoa) 2. Search strings used to collect data of existing anti malaria drugs (Data collected from Derwent Innovation Index) Drugs Search Strings Artemisinins Topic=(Artemisinins) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Title=(Artemisinins) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Title=(New AND Artemisinins) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Lumefantrine Topic=( Lumefantrine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Title=( Lumefantrine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Amodiaquine Topic=( Amodiaquine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Title=( Amodiaquine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Piperaquine Topic=( Piperaquine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Title=( Piperaquine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Pyronaridine Topic=( Pyronaridine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Title=( Pyronaridine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Mefloquine Topic=( Mefloquine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Title=( Mefloquine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Quinine/Quinidine Topic=( Quinine OR Quinidine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Title=( Quinine OR Quinidine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Atovaquone Topic=( Atovaquone) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Title=( Atovaquone) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Chloroquine Topic=( Chloroquine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Title=( Chloroquine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Pyrimethamine Topic=( Pyrimethamine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Title=( Pyrimethamine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Primaquine Topic=( Primaquine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Title=( Primaquine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) 3. Search strings used to collect data of antimalarial vaccines (Data collected from Derwent Innovation Index) Vaccines Search Strings Pre-erythrocytic vaccines Topic=(‘pre-erthrocytic vaccines’) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Topic=(‘pre-erthrocytic’ AND vaccines) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Topic=(Sporozoite AND Liver Stage) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Refined by: Topic=( pre-erthrocytic AND vaccine) Anti cytoadhesion and Placental malaria vaccine Blood stage vaccine Sexual stage vaccine Topic=(EMP AND vaccine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Topic=(VAR2CSA AND vaccine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Topic=(PAM AND vaccine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Topic=(Pregnancy associated malaria AND vaccine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Topic=(merozoite surface protein AND vaccine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Topic=( apical membrane protein AND vaccine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Topic=(‘Blood stage’ AND vaccine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) Topic=(‘Sexual stage’ AND vaccine) Refined by: Topic=(malaria OR Plasmodium OR protozoa) 4. Search string used to collect data for quantitative analysis (Data collected from Derwent Innovation Index) Title=( malaria* OR plasmod* OR anopheles) Title/Abstract/Claims=( treat* OR drug* OR vaccin* OR adjuvant* OR excipient OR diagnos* OR antimalarial* OR chemotherapeutic*)