Results
also demonstrate that hepcidin treatment of control erythrocytes elevated intracellular 164
Fe2+ concentrations and promoted parasite proliferation. For each condition, independent 165
experiments were carried out on multiple occasions with consistent results. 166
167
RNA-sequencing reveals differential expression of putative iron transporters 168
To identify iron-regulated mechanisms and putative iron transporters in P. falciparum, we 169
carried out whole-transcriptome profiling using bulk RNA-sequencing (Fig. 2). P. falciparum 170
3D7 parasites were cultured either using erythrocytes from a donor with high, control 171
(healthy) or low iron status (experiment 1); or with red blood cells from another healthy donor 172
in the presence or absence of 0.7 µM hepcidin (experiment 2). Samples from three biological 173
replicates per condition were harvested at the ring and trophozoite stage (6 – 9 and 26 – 29 174
hours post invasion, hpi) during the second IDC under the conditions specified. 175
176
To exclude the possibility that differences in mRNA abundance were due to divergent 177
progression through the IDC under different nutritional conditions, we assessed the average 178
developmental age of the parasites in each sample based on a statistical maximum 179
likelihood estimation (MLE) method of transcriptional patterns according to Lemieux et al. 180
(46). The general transcriptional patterns of parasites were highly similar at individual time 181
points and consistent across different experimental treatments, corresponding to those of a 182
3D7 reference strain (47) at approximately 10 hpi and 35 hpi (Fig. 2A). This indicates that 183
differences in mRNA abundance of parasites were not caused by divergent progression 184
through the IDC but by direct effects of the experimental treatments. As the 3D7 strain we 185
used for the experiments had a reduced total IDC length of 44 h instead of 48 h, possibly 186
due to gene deletions that may have occurred during long-term culturing (48, 49), it 187
progresses through the cycle faster than the 3D7 reference strain (47). This may explain why 188
the calculated MLEs of parasite age were higher than the actual values of 6 – 9 hpi and 26 – 189
29 hpi (Fig. 2A). 190
191
Using a threshold of 1.5 for the fold change (FC) in gene expression (log2 FC of 0.585 or -192
0.585) yielded twelve significantly upregulated and 175 downregulated genes in ring-stage 193
parasites under high vs. low-iron conditions (P < 0.05, exact test for the negative binomial 194
distribution with Benjamini-Hochberg correction (50)). As differences in transporter gene 195
transcription are typically small (51, 52), we examined the 351 upregulated and 770 196
downregulated genes with a significant expression change and a minimum absolute value of 197
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
7
the log2 FC of 0.2 for this comparison (Fig. 2B). The full RNA-seq datasets are available in 198
the BioStudies repository (53) under accession number E-MTAB-13411 199
(https://www.ebi.ac.uk/biostudies/studies/E-MTAB-13411) and differential gene expression 200
test results for individual genes are shown in Supplementary Tables S1 and S2. The highly 201
polymorphic var, stevor, and rifin gene families were excluded from downstream analyses 202
due to their significant sequence diversity between parasites of the same strain during 203
mitotic growth (54, 55). Functional Gene Ontology (GO), Kyoto Encyclopedia of Genes and 204
Genomes (KEGG) and Reactome (REAC) term enrichment analyses of differentially 205
expressed genes (DEGs) were performed using the g:Profiler web server (56). 206
207
Under high vs. low-iron conditions at the ring stage (6 – 9 hpi), the GO term for biological 208
process GO:0055085 “transmembrane transport” was 2.8-fold enriched (P = 0.007, 209
hypergeometric test) among significantly upregulated parasite genes (Fig. 2C). Using the 210
recently updated P. falciparum transporter list (28), all genes with differential expression 211
levels at the ring stage were then screened for transport proteins and all of the five putative 212
iron transporters previously proposed for Plasmodium (VIT, ZIPCO, NRAMP, CRT, 213
MRS3/MFRN (18, 57)) were found differentially expressed (Table 1). Other significantly 214
enriched functional terms at the ring stage under high-iron conditions were GO:0009056 215
“catabolic process”, GO:0020020 “food vacuole”, KEGG:01100 “metabolic pathways”, and 216
GO:0005737 “cytoplasm” (Fig. 2C). Among downregulated genes under high vs. low-iron 217
conditions at the ring stage, KEGG:03440 “homologous recombination”, KEGG:03410 “base 218
excision repair”, GO:0007049 “cell cycle”, and GO:0015630 “microtubule cytoskeleton” were 219
enriched (Fig. 2C). At the more metabolically active trophozoite stage (26 – 29 hpi), 220
processes related to mRNA splicing and protein production were overrepresented in 221
upregulated genes, as indicated by the 2.9-fold enrichment (P = 0.00006) of the 222
KEGG:03040 pathway “spliceosome” and the 2.5-fold enrichment (P < 0.05) of the 223
GO:0015934 term “large ribosomal subunit” (Fig. 2C). 224
225
In contrast, hepcidin treatment resulted in reduced metabolism compared to control 226
conditions, as KEGG:00040 “pentose and glucuronate interconversions”, REAC:R-PFA-227
71291 “metabolism of amino acids and derivatives”, GO:0005737 “cytoplasm”, and 228
GO:0015934 “large ribosomal subunit” were significantly enriched in downregulated genes 229
during the parasite ring stage at 6 – 9 hpi (Fig. 2E). Among significantly upregulated genes 230
in the presence vs. absence of hepcidin, the terms GO:0070258 “inner membrane pellicle 231
complex” (P < 0.05), KEGG:03430 “mismatch repair” (P = 0.04), and GO:0015630 232
“microtubule cytoskeleton” (P = 0.04) were enriched at the ring stage. GO:0044409 “entry 233
into host” (P = 0.00008) and GO:0052126 “movement in host environment” (P = 0.0001) 234
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
8
were overrepresented at the trophozoite stage (Fig. 2E), possibly linked to the observed 235
increase in parasite proliferation (Fig. 1B). 236
237
Our RNA-seq data also revealed the differential expression of genes involved in epigenetic, 238
transcriptional, translational, and post-translational regulation. Under high vs. low-iron 239
conditions, histone deacetylation and chromatin organization processes as well as 240
GO:1990904 “ribonucleoprotein complex” were significantly enriched in upregulated genes 241
at the trophozoite stage, and GO:000370 “DNA binding transcription factor activity” in 242
downregulated genes at the ring stage (Fig. 2C). Furthermore, the known iron-regulatory 243
protein PfIRP or aconitate hydratase (58, 59) was upregulated during the ring stage under 244
high vs. low-iron conditions (log2 FC = +0.49, P = 0.00003) and downregulated in the 245
presence of hepcidin (log2 FC = -0.27, P = 0.01) as compared to control. Many protein 246
kinases involved in post-translational modifications and endocytosis were also upregulated 247
at 26 – 29 hpi at high vs. low iron levels, as indicated by the enriched terms GO:0043170 248
“macromolecule metabolic process” and KEGG:04070 “phosphatidylinositol signaling 249
system” (Fig. 2C). 250
251
Localization of putative iron transporters in P. falciparum 252
Based on transcriptomic profiles and data from the literature, six proteins with a potential role 253
in iron transport were identified (Table 1 and 2). Of these, PfCRT (60) and PfNRAMP (34) 254
had already been shown to localize to the digestive vacuole (DV) in live parasites (61). The 255
subcellular localization of the other four putative iron transporters (PfMRS3, PfVIT, PfZIPCO, 256
and PfE140) was then examined by endogenous tagging with GFP and confocal imaging of 257
live parasites under physiological control conditions. At least two cell lines were generated 258
per candidate with consistent results and representative example images are shown in Fig. 259
3. Diagnostic PCRs confirmed the fusion of gfp to the respective gene of interest and the 260
absence of parental DNA at the original locus (Supplementary Fig. S2). Only the PfMRS3 261
reporter cell line still contained wild-type DNA of the parental parasites even after prolonged 262
WR99210/neomycin selection and limiting dilution cloning (Supplementary Fig. S2), 263
indicating the importance of this mitochondrial transporter for asexual parasite growth during 264
the blood stage. 265
266
The GFP-tagged mitochondrial carrier protein PfMRS3 exclusively localized to the 267
mitochondrion, as determined by colocalization with MitoTracker Red (Fig. 3A, 268
Supplementary Video S1). PfVIT-GFP displayed a punctate fluorescence pattern within the 269
cytoplasm (Fig. 3B, Supplementary Video S2), resembling that of PfZIPCO-GFP (ZIP 270
domain-containing protein, PF3D7_1022300, Fig. 3C, Supplementary Video S3). These 271
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
9
structures did not colocalize with ER Tracker Red in live cells (Fig. 3B, Supplementary Video 272
S2). For both PfVIT-GFP and PfZIPCO-GFP, the number of cytoplasmic foci increased as 273
the parasites matured from the ring to the late schizont stage (Fig. 3B and C). To test 274
whether these could be acidocalcisomes, we employed LysoTracker Deep Red, commonly 275
used to visualize small acidic organelles in T. brucei (24). However, the fluorescent dye only 276
stained the DV in P. falciparum (Fig. 3C, Supplementary Video S3) and no acidocalcisome-277
specific marker is currently available for this parasite. 278
279
GFP-tagged PfE140 (PF3D7_0104100), also known as conserved Plasmodium membrane 280
protein or CPMP (62), localized to the parasite plasma membrane, as evidenced by the ring-281
like fluorescence pattern around newly formed merozoites (Fig. 3D, Supplementary Video 282
S4). The fluorescence intensity was very low at the ring and early trophozoite stage 283
compared to schizonts. Based on amino acid sequence similarity (E = 9 x 10-5, 22.5% 284
identity, 66% coverage) to the essential apicoplast transporter PfDER1-2 (29, 63), we also 285
investigated the potential colocalization with the apicoplast marker PfACP (acyl carrier 286
protein), which could not be detected (Fig. 3D, Supplementary Video S4). 287
288
Functional assessment of PfVIT, PfZIPCO and PfE140 289
To study the function of the putative transport proteins identified, we used targeted gene 290
disruption (TGD) by selection-linked integration (SLI) to generate the corresponding 291
knockout parasite lines for the putative iron transporters that are non-essential during P. 292
falciparum blood stage: PfVIT and PfZIPCO (Fig. 4A, Supplementary Fig. S2). As GFP was 293
cloned in frame with the truncated version of the respective transporter (the N-terminal 143 294
amino acids (aa) of 274-aa PfVIT or 117 of the 325 aa of PfZIPCO), the subcellular 295
localization of the resulting GFP fusion protein was also assessed. PfVIT(1-143)-GFP 296
localized to cytoplasmic structures and PfZIPCO(1-117)-GFP to the DV and cytoplasmic 297
vesicles (Fig. 4A). Proliferation assays were then performed to determine the importance of 298
the respective transporter for parasite growth. While the PfVIT knockout had no effect on 299
parasite growth under standard conditions, addition of hepcidin reduced the growth rate of 300
the Δ VIT line by 30% (Fig. 4B). Of note, hepcidin generally had a smaller effect after two 301
cycles of incubation (Fig. 4B) than after one cycle compared to the first IDC (Fig. 1B). 302
Unexpectedly, knocking out PfZIPCO led to a growth rate increase by 42% after two IDCs 303
relative to wild-type 3D7 parasites (Fig. 4B). 304
305
For an inducible knockdown of PfE140, which is predicted to be essential (64), a glmS 306
ribozyme sequence (65) was introduced upstream of the 3’ untranslated region in the pSLI 307
plasmid, allowing for conditional mRNA degradation by adding 2.5 mM glucosamine (GlcN) 308
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
10
to the culture media (Fig. 4C, Supplementary Fig. S2). This led to a 61% decrease in total 309
parasite fluorescence intensity after 36 hours of GlcN treatment (Fig. 4D) without affecting 310
parasite size compared to untreated control (Fig. 4E). GlcN addition also caused a 38% 311
growth rate reduction of the PfE140-GFP-glmS line in the absence of hepcidin vs. no 312
significant alteration in the presence of hepcidin relative to standard culture conditions (Fig. 313
4F). The generation of a PfMRS3-knockdown line was not successful after four independent 314
attempts, supporting the potential essentiality of the gene for asexual growth (64). 315
316
Characterization and functional implications of predicted protein structures 317
We next took advantage of the recent progress in protein structure prediction and generated 318
models of the putative iron transport proteins identified (Table 2) using AlphaFold2 (66, 67) 319
and AlphaFold2-multimer (68). The transmembrane regions of the proteins typically 320
exhibited the highest confidence score, while some other protein portions appeared 321
unstructured (Fig. 5A). Regions that are likely located within a membrane were validated by 322
inspecting the molecular lipophilicity potential of the protein surfaces (Fig. 5B). A clear 323
hydrophobic belt was observed for all proteins and their orientation in the membrane was 324
determined based on that of orthologous proteins. As transport cavities with negatively 325
charged residues are a hallmark of heavy metal ion transporters, we analyzed the 326
distribution of charge on the surface of the proteins and looked for negatively charged 327
regions to assess the capacity to bind cations like Fe2+ (Fig. 5C). To gain further insights into 328
the functions of the proteins identified, we also compared the predicted structures with those 329
of well-characterized putative orthologs from S. cerevisiae, Eucalyptus grandis, Bordetella 330
bronchiseptica and Staphylococcus capitis (Table 2, Supplementary Fig. S3 and S4). 331
332
The outer surface of PfMRS3 (transport classification (TC): 2.A.29, mitochondrial carrier 333
family) is positively charged (Fig. 5C) and there is a clear negatively charged patch in the 334
putative binding pocket facing the mitochondrial intermembrane space. We compared the 335
predicted PfMRS3 structure with that of S. cerevisiae MRS3, which is known to import 336
ferrous iron into the mitochondrial matrix across the inner membrane (37-39). The predicted 337
structures of PfMRS3 and S. cerevisiae MRS3 were superimposed with an average root 338
mean square deviation of Cα atoms (Cα RMSD) of the 205 matched residues of 2.3 Å 339
(Supplementary Fig. S3A and S4A). The conserved histidine residues His48 and His105 that 340
were required for Fe2+ transport by S. cerevisiae MRS3 in reconstituted liposomes (37) are 341
also present in PfMRS3 and the three functionally relevant histidine residues identified in 342
yeast are in a similar functional context in both structures (Supplementary Fig. S3A and 343
S4A). This suggests that MRS3 may elicit similar molecular functions in S. cerevisiae and P. 344
falciparum. 345
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
11
346
PfVIT is highly similar to VIT1 from E. grandis (E = 7 x 10-27, 30.3% identity, 84% coverage), 347
for which an experimental structure is available (PDB 6IU4). The plant protein crystallized as 348
a homodimer (69), and the same oligomeric state was suggested for the vacuolar iron 349
transporter family (TC: 2.A.89) protein in P. falciparum (31). A PfVIT monomer also has five 350
transmembrane domains and comprises a negatively charged region facing the cytosol that 351
may enable cation transport (Fig. 5C). In agreement with this, one Fe2+ ion and two Zn2+ ions 352
were bound by a strongly charged region on the cytosolic side of the E. grandis VIT1 353
monomer (69) and a highly similar putative binding pocket is present in the parasite protein 354
(Supplementary Fig. S4B). In the structural alignment, 219 of the 227 residues of the 355
experimental EgVIT123-249 structure are within 5 Å of the predicted structure of PfVIT with an 356
average Cα RMSD of 1.9 Å and the key residues in the metal-binding domain (Glu102, Glu105, 357
Glu113, Glu116, using EgVIT123-249 numbering) are placed in a similar molecular context in the 358
predicted structure of PfVIT (Supplementary Fig. S3B and S4B). The residues in the 359
transmembrane domain that are in the vicinity of the Co2+ ion in the EgVIT123-249 structure 360
(Met80 and Asp43) are also conserved (Supplementary Fig. S3B). These results strongly 361
suggest that PfVIT functions similarly to EgVIT1. 362
363
PfZIPCO contains seven transmembrane domains and was modeled as a homodimer (Fig. 364
5A), as it is part of the zinc (Zn2+)-iron (Fe2+) permease (ZIP) family (TC: 2.A.5), whose 365
members usually function as homo- or heterodimers (70). The negatively charged patch in 366
each binding pocket facing the vesicle lumen (Fig. 5C) may be involved in cation transport to 367
the cytosolic side. In an overlay of the PfZIPCO model with the cryo-EM structure (PDB 368
8GHT) of a ZIP transporter from B. bronchiseptica in the presence of either Zn2+ or Cd2+ ions 369
(71), the average Cα RMSD of 140 sequence-aligned residues was 2.0 Å (Supplementary 370
Fig. S3C and S4C). Several key residues of the metal binding site M1 of BbZIP (Met99, 371
His177, Glu181, Glu211) were also found in PfZIPCO, whereas others (Asn178, Gln207, Asp208, 372
Glu240) were different (Supplementary Fig. S3C), possibly resulting in divergent substrate 373
specificity. 374
375
Like PfCRT (TC 2.A.7, drug/metabolite exporter family), for which a recent cryo-EM structure 376
(PDB: 6UKJ) is available (72), the predicted structure of PfNRAMP (TC: 2.A.55, metal ion 377
(Mn2+-iron) transporter family) contains ten transmembrane domains (Fig. 5A) and a 378
negatively charged region within its binding pocket facing the digestive vacuolar lumen (Fig. 379
5C). This is consistent with binding of cations such as Fe2+. The PfNRAMP model was 380
superimposed on the solved crystal structure of S. capitis NRAMP/DMT (PDB code: 5M95, E 381
= 1 x 10-32, 26.3% identity, 60% coverage), which was shown to bind Mn2+, Fe2+, Co2+, Ni2+, 382
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
12
Cd2+ and Pb2+ (73). In the overlay, the average Cα RMSD of the 349 matched residues was 383
1.6 Å and the negatively charged cavity of PfNRAMP was in close proximity to the Mn2+ ion 384
bound to S. capitis NRAMP (Supplementary Fig. S3D and Supplementary Fig. S4D). Two of 385
the four key residues required for ion coordination in the binding pocket of the bacterial 386
protein (Asn52 and Asp49) are present in PfNRAMP, while the two other residues (Met226 and 387
Ala223) are changed to serine (73). PfNRAMP is thus likely to perform cation transport from 388
the DV into the cytosol. 389
390
PfE140 is predicted to be anchored in the parasite plasma membrane by a bundle of five 391
transmembrane domains (74) and forms a coiled coil with a hydrophilic region that displays 392
negatively charged patches exposed to the extracellular side (Fig. 5A and B). No human 393
orthologs could be identified for this highly conserved Plasmodium protein (29). As there is 394
no obvious channel or cavity in the transmembrane region of the PfE140 monomer (Fig. 5B 395
and C), the helical bundles may form a dimer to enable ion transport. However, we were not 396
able to obtain a PfE140 dimer model with AlphaFold2-multimer due to its sequence length. 397
To predict functional residues based on the amino acid sequence and the AlphaFold2 398
structure of PfE140, we used DeepFRI graph convolutional network (75), which has 399
significant denoising capability and can reliably assign GO terms to residues in the protein. 400
In particular, the terms GO:0022857 “transmembrane transporter activity” (DeepFRI 401
gradCAM score 0.94), GO:0015075 “monoatomic ion transmembrane transporter activity“ 402
(score 0.78), and GO:0046873 “metal ion transmembrane transporter activity” (score 0.67) 403
were assigned to a putative transmembrane region of PfE140 with high confidence 404
(Supplementary Fig. S5). We thus speculate that the protein is a transporter of metal ions. 405
406
Discussion
407
Here, we studied the role of iron in growth and transcription of P. falciparum using blood 408
from individuals of different iron status and by adding hepcidin as an iron-regulatory 409
hormone and ferroportin inhibitor. Overall, our data demonstrate the importance of Fe2+ in 410
parasite replication and development and highlight areas for further study. We showed that 411
in vitro growth rates of P. falciparum 3D7 and the number of merozoites formed per schizont 412
were reduced within erythrocytes that contain lower concentrations of free iron, while 413
culturing in blood from an individual with high iron status did not lead to a significant increase 414
in free iron levels within erythrocytes or in parasite growth relative to control (Fig. 1). 415
Consistent with this, reduced propagation of P. falciparum 3D7, Dd2, and FCR3-FMG was 416
reported when erythrocyte samples from iron-deficient individuals used for parasite culture 417
(10, 76). This effect was eliminated after these donors were iron-supplemented, while 418
supplementation of healthy (iron-replete) donors did not significantly promote parasite 419
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
13
growth (10). The strong increase in parasite replication in the presence of hepcidin relative to 420
control conditions (Fig. 1B) may have been due to enhanced invasion efficiency in addition 421
to the increased number of merozoites formed (Fig. 1D). Previous reports also indicated that 422
higher hepcidin levels in blood samples were associated with elevated P. falciparum growth 423
rates in vitro (76) and severe malaria in vivo (77). 424
425
To identify putative iron transporters and iron-regulated processes, we carried out RNA-426
sequencing analyses of P. falciparum during the ring (6 – 9 hpi) and trophozoite (26 – 29 427
hpi) stages cultured under the different iron conditions described above. A higher number of 428
biological processes and pathways were significantly enriched among DEGs when 429
erythrocytes from donors with different iron status were used for parasite culture (Fig. 2C) 430
compared to red blood cells from the same healthy donor in the presence vs. absence of 431
hepcidin (total of 28 vs. 13 functional terms, Fig. 2E). This may reflect greater differences in 432
the culture conditions; for instance, blood from the donor with high ferritin and Hb levels may 433
have also contained more glucose or copper (78, 79), potentially explaining the more diverse 434
physiological response of the parasite. Including erythrocyte samples from more individuals 435
in the growth experiments and RNA-seq analysis would have provided further insights, 436
however, the provision of sufficient blood from iron-deficient donors is limited by ethical 437
constraints. 438
439
The availability of additional nutrients likely resulted in increased endocytosis and digestion 440
of host cell contents in the DV of the parasite, leading to enhanced metabolism, mRNA 441
splicing, and protein production. Interestingly, the terms KEGG:01100 “metabolic pathways” 442
and GO:0005737 “cytoplasm” were also found to be enriched in upregulated parasite genes 443
in children with high vs. low parasitemia (80, 81). RNA binding and mRNA splicing 444
processes were previously reported to be overrepresented in upregulated genes in severe 445
malaria linked to high parasite density (80-82). Hence, an increase in overall parasite fitness 446
under high vs. low-iron conditions may explain the increase in parasite multiplication (Fig. 447
1B) and could be associated with higher parasitemia and disease severity. Consistent with 448
the observed upregulation of transmembrane transporters at the parasite ring stage (6 – 9 449
hpi) under high vs. low-iron conditions, Mancio-Silva et al. found that the functional term “ion 450
transporter activity” was enriched in Plasmodium berghei genes that were downregulated 451
under caloric restriction at 6 and 10 hpi (16). Thus, transmembrane transporter genes may 452
need to be transcribed at the beginning of the IDC to ensure that the appropriate level of 453
transport proteins is available for nutrient acquisition and metabolite efflux during the 454
subsequent metabolically active trophozoite and schizont stages. 455
456
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
14
Hepcidin plays a central role in mammalian iron homeostasis and reduces serum iron 457
concentrations (83). It is also known that hepcidin levels are elevated in P. falciparum-458
infected individuals, especially those with high parasitemia (77, 84), and that malaria causes 459
iron deficiency (77). The transcription profile of parasites treated with hepcidin showed 460
similarities to those cultured in erythrocytes from the iron-deficient donor compared to 461
standard conditions in terms of downregulated catabolic and translation processes as well as 462
transport protein regulation (Fig. 2, Table 1). The upregulation of genes involved in 463
merozoite motility (PfMTIP, PfGAP45, and various inner membrane complex proteins) and 464
host cell entry (such as PfAMA1, PfMSP3, PfMSP7, and PfEBA181) when hepcidin was 465
present (Fig. 2) may suggest an improved ability of the released merozoites to invade 466
erythrocytes. Thus, the addition of the peptide hormone to the culture media may be a signal 467
for the parasite to reduce metabolic processes and to increase its replication and invasion 468
efficiency. 469
470
In addition to roles in parasite proliferation and development, different levels of bioavailable 471
iron may induce regulatory processes at various levels. Under high-iron conditions, the 472
observed upregulation of histone deacetylation (Fig. 2C) may lead to the condensation and 473
thus deactivation of certain chromatin regions (85). Similarly, iron-mediated regulation of 474
mRNA translation by iron-regulatory proteins has been described in yeast, trypanosomes 475
and mammals (86-88). The binding sites and target genes of the differentially expressed 476
transcription factors and of PfIRP remain to be identified in P. falciparum. Moreover, protein 477
phosphorylation may play a role in iron-dependent regulatory mechanisms. As a 478
serine/threonine kinase (KIN) serves as a nutrient sensor in P. berghei, driving a fast 479
response that leads to increased parasite multiplication and virulence (16), a similar kinase 480
may sense iron and lead to increased replication in P. falciparum. 481
482
Based on our RNA-sequencing results and data from the literature (Fig. 2 and Table 1), we 483
identified six proteins that are likely involved in P. falciparum iron transport (Table 2 and 484
Figure 6) and analyzed their subcellular localization (Fig. 3), their importance for growth (Fig. 485
4), and their predicted structures (Fig. 5). PfMRS3 transcription was upregulated at the ring 486
stage under high vs. low-iron conditions (log2 FC = 0.33, P = 0.002, Fig. 2B), and 487
fluorescence of the GFP-tagged protein was exclusively detected at the mitochondrion (Fig. 488
3A). As a disruption of the gene was reported to fail (64), we were not able to generate a 489
knockdown line after four independent attempts, and parental DNA of the original gene locus 490
was still present in the GFP reporter line (Supplementary Fig. S2), PfMRS3 is likely essential 491
for asexual growth like PBANKA_041620 (E = 1 x 10-69, 71.4% identity, 25% coverage) in P. 492
berghei (89). The orthologous mitochondrial iron transporter (TgMIT, TGME49_277090, E = 493
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
15
7 x 10-19, 26.0% identity, 28% coverage) also localized to the mitochondrion in T. gondii and 494
was upregulated at the protein level upon iron overload due to a TgVIT knock out in the 495
related apicomplexan parasite (90). In line with our structural analyses (Fig. 5, 496
Supplementary Fig. S3A and S4A), PfMRS3 may thus import ferrous iron into the 497
mitochondrion – the main iron user of the cell – and thereby reduce the cytosolic Fe2+ 498
concentration (Fig. 6) as a means of detoxification, as previously described in yeast (91). 499
The protein’s substrate specificity as well as iron binding and transport activity remain to be 500
confirmed experimentally. 501
502
PfVIT was suggested to be involved in iron detoxification in Plasmodium (30) and its 503
expression was upregulated under high vs. low-iron conditions (log2 FC = +0.29, P = 0.02, 504
Fig. 2B). The fluorescence pattern of PfVIT-GFP in live cells (Fig. 3B) was consistent with 505
cytoplasmic vesicles that may be acidocalcisomes, as described for T. brucei VIT1 (24). An 506
increase in the number of fluorescent punctate structures during parasite development (Fig. 507
3B) was also observed for VIT in Toxoplasma gondii (90). PfVIT shares 47.0% identity with 508
TgVIT (E = 8 x 10-84, 95% coverage) and 36.9% identity with TbVIT1 (E = 9 x 10-39, 98% 509
coverage). In contrast, P. berghei VIT (PBANKA_143860, E = 3 x 10-160, 79.3% identity, 98% 510
coverage) was shown to localize to the ER in indirect immunofluorescence assays (30). This 511
may be explained by differences between species or variation in methodology such as 512
fixation, permeabilization, and immunolabeling techniques as opposed to live-cell imaging 513
(92-94). While not essential during asexual blood stages (64), a knockout of VIT resulted in 514
reduced liver stage development in P. berghei (30) and increased sensitivity to high iron 515
levels in both P. berghei (30) and T. gondii (90). Similarly, growth of the Δ VIT P. falciparum 516
line was not affected under standard conditions, whereas the addition of hepcidin – which 517
increases free intracellular iron levels (Fig. 1A) – compromised parasite proliferation in our 518
study (Fig. 4B). The high similarity of the putative Fe2+-binding pocket in the predicted PfVIT 519
structure with that of the experimentally characterized EgVIT1 (69) and the conservation of 520
key residues for metal ion binding indicate that PfVIT is capable of Fe2+ translocation (Fig. 5, 521
Supplementary Fig. S3B and S4B). Thus, the transporter may contribute to iron 522
detoxification by Fe2+ sequestration into cytoplasmic vesicles (Fig. 6) and Δ VIT parasites 523
may be more sensitive to elevated intracellular iron concentrations due to impaired removal 524
of excess iron from the cytosol. 525
526
PbZIPCO (PBANKA_050650) was localized to the parasite plasma membrane (PPM) in P. 527
berghei sporozoites in indirect immunofluorescence assays and suggested to transport both 528
Zn2+ and Fe2+ (95). In P. falciparum, however, the GFP fusion protein caused a punctate 529
fluorescence pattern in the cytoplasm of live cells (Fig. 3C), similar to that of PfVIT-GFP (Fig. 530
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
16
3B). While the PfZIPCO knockout caused a growth increase under standard conditions (Fig. 531
4B), Δ ZIPCO P. berghei parasites displayed normal blood stage development and impaired 532
sporozoite infectivity in mice (95). Interestingly, the ortholog TGME49_225530 in T. gondii is 533
also dispensable with a phenotype score of −2.94 (values below -1.5 are considered non-534
essential (96)). Hence, Fe2+ efflux via PfZIPCO from cytoplasmic vesicles (potentially 535
acidocalcisomes) may be dispensable in P. falciparum under iron-replete conditions during 536
the blood stage, and the production of the transporter may come at a fitness cost, while 537
sporozoites may rely on its activity in low-iron environments. As the transcription of PfZIPCO 538
was upregulated at low vs. control iron levels (log2 FC = 0.55, P = 0.04, Table 1) and in 539
response to hepcidin treatment (log2 FC = 0.63, P = 0.006, Fig. 2D, Table 1), the transport 540
protein may release Zn2+ and Fe2+ ions from intracellular stores, in this case cytoplasmic 541
vesicles (Fig. 6), in case of scarcity, thereby increasing cytosolic ion levels like other ZIP 542
transporters (57). While our analyses of the predicted structure and the structural alignment 543
with BbZIP indicate that PfZIPCO likely has the capacity to bind and transport cations like 544
Zn2+ or Fe2+ (Fig. 5, Supplementary Fig. S3C and S4C), its substrate specificity can only be 545
conclusively established by characterizing the purified protein. Liposomal assays with the 546
putative zinc transporter PfZIP1 (PF3D7_0609100, 24.5% identity with PfZIPCO, E = 1 x 10-547
19, 78% coverage), which localized to the plasma membrane in schizonts, demonstrated that 548
this ZIP transporter preferentially binds Zn2+ over Fe2+ (97). Interestingly, the preference was 549
abolished if the histidine-rich loop at the C-terminus of PfZIP1, which is not present in 550
PfZIPCO, was truncated. As mRNA levels of PfZIP1 were enhanced at low cytosolic Zn2+ 551
levels (97) but not differentially regulated under various iron conditions (Supplementary 552
Tables S1 and S2), it may play a role in zinc rather than iron homeostasis under 553
physiological conditions. 554
555
As the highest intracellular iron concentration in P. falciparum is reached within the DV (21, 556
98), the free form of the metal may need to be exported from this compartment under high-557
iron conditions to prevent damage to the DV membrane (Fig. 6). This function may be 558
performed by PfCRT (35) and / or PfNRAMP (36), which were both upregulated under high 559
vs. low-iron conditions in our RNA-seq analysis (log2 FC = 0.26, P = 0.007 and log2 FC = 560
0.28, P = 0.003, respectively, Fig. 2B, Table 1) and are essential in asexual parasites (33, 561
34, 64). The predicted structure of PfNRAMP (Fig. 5) likely reflects the state that is open 562
towards the cytosol as in the crystal structure of NRAMP from Deinococcus radiodurans 563
(99). While a negatively charged cavity inside the protein is clearly visible in the PfNRAMP 564
model, the proposed outward-facing permeation pathway for metal ions is likely occluded in 565
this conformation (Fig. 5C). It is conceivable that Fe2+ ions permeate through this pathway 566
from the DV lumen and bind to the charged cavity like the Mn2+ ion to S. capitis 567
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
17
NRAMP/DMT (Supplementary Fig. S4D). PfNRAMP might function similarly to its ortholog in 568
D. radiodurans, which was shown to mediate pH-dependent transport of Fe2+ and Mn2+ in 569
symport with H+ using uptake assays in E. coli, HEK293T cells, and proteoliposomes (99, 570
100). 571
572
Expression of the surface protein PfE140 was upregulated when iron levels were low 573
compared to standard conditions (log2 FC = 0.65, P = 0.0006, Table 1) and the GFP fusion 574
protein localized to the PPM only, as evidenced by the fluorescent edges of free merozoites 575
(Fig. 3D). This observation is consistent with the fact that the extracellular portions of this 576
protein are highly polymorphic due to their exposure to the immune system at the sporozoite 577
stage (74). Interestingly, vaccines targeting PyE140 in Plasmodium yoelii were reported to 578
induce up to 100% sterile protection mediated by antibodies in mice (101). The reduced 579
parasite replication rate upon its conditional knockdown (Fig. 4D) demonstrates the 580
importance of PfE140 for parasite growth. Its predicted essential nature (64), in addition to 581
the absence of orthologs in humans, make it an excellent drug target candidate. While our P. 582
falciparum gene expression data (Fig. 2B and D) point towards a role of PfE140 in iron 583
homeostasis, its precise function is still unclear and it remains to be clarified whether the 584
large coiled-coil domain exposed to the extracellular space (Fig. 5) can mediate dimerization 585
upon substrate binding. Given our experimental results and the functional annotations (Fig. 586
5C, Supplementary Fig. S5), we hypothesize that PfE140 is a plasma membrane transporter 587
for inorganic cations such as metal ions. 588
589
In conclusion, this is the first study to investigate P. falciparum transcriptomics under 590
different iron conditions and to determine the subcellular localization of the putative iron 591
transport proteins PfMRS3, PfVIT, PfZIPCO and PfE140. These results improve our 592
understanding of how the human malaria parasite reacts to alterations in the iron status of its 593
host and provide new insights into the mechanisms of iron transport in P. falciparum. We 594
propose a new model for iron homeostasis in the P. falciparum-infected erythrocyte (Fig. 6) 595
with a series of six organelle-specific iron transport proteins that were identified based on 596
differential gene expression patterns, subcellular localization, proliferation assays, protein 597
structure predictions, and the assessment of putative binding sites using structural 598
alignments with well-characterized proteins. Formal demonstration of the substrate 599
specificity and activity of the transporters will require transport assays with purified proteins 600
in future studies. 601
602
Further functional characterization of the parasite transporters identified in this exploratory 603
research is expected to facilitate the development of new therapeutic strategies against 604
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
18
malaria. Due to the absence of human orthologs of the essential proteins PfE140 and 605
PfCRT, which both likely increase iron transport into the parasite cytosol, these provide 606
candidate targets for urgently needed antimalarial drugs. In addition, dissecting how P. 607
falciparum senses changes in micronutrient availability in its environment and how it 608
modulates its virulence accordingly is an area of considerable interest for future 609
investigation, as iron is an essential regulatory signal for virulence factors in many 610
pathogens. 611
612
References
776
1. Drakesmith H, Prentice A. Viral infection and iron metabolism. Nat Rev Microbiol. 777
2008;6(7):541-52. 778
2. Zhang L, Hendrickson RC, Meikle V, Lefkowitz EJ, Ioerger TR, Niederweis M. 779
Comprehensive analysis of iron utilization by Mycobacterium tuberculosis . PLoS Pathog. 780
2020;16(2):e1008337. 781
3. Kang D, Kirienko NV. Interdependence between iron acquisition and biofilm formation in 782
Pseudomonas aeruginosa. J Microbiol. 2018;56(7):449-57. 783
4. Sousa Gerós A, Simmons A, Drakesmith H, Aulicino A, Frost JN. The battle for iron in enteric 784
infections. Immunology. 2020;161(3):186-99. 785
5. Paganini D, Zimmermann MB. The effects of iron fortification and supplementation on the gut 786
microbiome and diarrhea in infants and children: a review. Am J Clin Nutr. 2017;106(Suppl 6):1688s-787
93s. 788
6. Brown RAM, Richardson KL, Kabir TD, Trinder D, Ganss R, Leedman PJ. Altered iron 789
metabolism and impact in cancer biology, metastasis, and immunology. Front Oncol. 2020;10:476. 790
7. Taneri PE, Gómez-Ochoa SA, Llanaj E, Raguindin PF, Rojas LZ, Roa-Díaz ZM, et al. Anemia 791
and iron metabolism in COVID-19: a systematic review and meta-analysis. Eur J Epidemiol. 792
2020;35(8):763-73. 793
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
23
8. Nyakeriga AM, Troye-Blomberg M, Dorfman JR, Alexander ND, Bäck R, Kortok M, et al. Iron 794
deficiency and malaria among children living on the coast of Kenya. J Infect Dis. 2004;190(3):439-47. 795
9. Gwamaka M, Kurtis JD, Sorensen BE, Holte S, Morrison R, Mutabingwa TK, et al. Iron 796
deficiency protects against severe Plasmodium falciparum malaria and death in young children. Clin 797
Infect Dis. 2012;54(8):1137-44. 798
10. Clark MA, Goheen MM, Fulford A, Prentice AM, Elnagheeb MA, Patel J, et al. Host iron status 799
and iron supplementation mediate susceptibility to erythrocytic stage Plasmodium falciparum. Nature 800
Communications. 2014;5:4446. 801
11. Brabin L, Roberts SA, Tinto H, Gies S, Diallo S, Brabin B. Iron status of Burkinabé adolescent 802
girls predicts malaria risk in the following rainy season. Nutrients. 2020;12(5). 803
12. Thipubon P, Uthaipibull C, Kamchonwongpaisan S, Tipsuwan W, Srichairatanakool S. 804
Inhibitory effect of novel iron chelator, 1-(N-acetyl-6-aminohexyl)-3-hydroxy-2-methylpyridin-4-one 805
(CM1) and green tea extract on growth of Plasmodium falciparum. Malaria J. 2015;14(1):382. 806
13. Scholl PF, Tripathi AK, Sullivan DJ. Bioavailable iron and heme metabolism in Plasmodium 807
falciparum. Curr Top Microbiol Immunol. 2005;295:293-324. 808
14. Brancucci NMB, Gerdt JP, Wang C, De Niz M, Philip N, Adapa SR, et al. 809
Lysophosphatidylcholine regulates sexual stage differentiation in the human malaria parasite 810
Plasmodium falciparum. Cell. 2017;171(7):1532-44.e15. 811
15. Chou ES, Abidi SZ, Teye M, Leliwa-Sytek A, Rask TS, Cobbold SA, et al. A high parasite 812
density environment induces transcriptional changes and cell death in Plasmodium falciparum blood 813
stages. FEBS J. 2018;285(5):848-70. 814
16. Mancio-Silva L, Slavic K, Grilo Ruivo MT, Grosso AR, Modrzynska KK, Vera IM, et al. Nutrient 815
sensing modulates malaria parasite virulence. Nature. 2017;547(7662):213-6. 816
17. Sigala PA, Goldberg DE. The peculiarities and paradoxes of Plasmodium heme metabolism. 817
Annu Rev Microbiol. 2014;68:259-78. 818
18. Mach J, Sutak R. Iron in parasitic protists – from uptake to storage and where we can 819
interfere. Metallomics. 2020;12(9):1335-47. 820
19. Darbari D, Loyevsky M, Gordeuk V, Kark JA, Castro O, Rana S, et al. Fluorescence 821
measurements of the labile iron pool of sickle erythrocytes. Blood. 2003;102(1):357-64. 822
20. Loyevsky M, John C, Dickens B, Hu V, Miller JH, Gordeuk VR. Chelation of iron within the 823
erythrocytic Plasmodium falciparum parasite by iron chelators. Mol Biochem Parasitol. 1999;101(1-824
2):43-59. 825
21. Becker K, Tilley L, Vennerstrom JL, Roberts D, Rogerson S, Ginsburg H. Oxidative stress in 826
malaria parasite-infected erythrocytes: host–parasite interactions. Int J Parasitol. 2004;34(2):163-89. 827
22. Wunderlich J, Rohrbach P, Dalton JP. The malaria digestive vacuole. Front Biosci (Schol Ed). 828
2012;4:1424-48. 829
23. Kloehn J, Harding CR, Soldati-Favre D. Supply and demand - heme synthesis, salvage and 830
utilization by Apicomplexa. FEBS J. 2020;288(2):382-404. 831
24. Huang G, Ulrich PN, Storey M, Johnson D, Tischer J, Tovar JA, et al. Proteomic analysis of 832
the acidocalcisome, an organelle conserved from bacteria to human cells. PLoS Pathog. 833
2014;10(12):e1004555. 834
25. Ruiz FA, Luo S, Moreno SN, Docampo R. Polyphosphate content and fine structure of 835
acidocalcisomes of Plasmodium falciparum. Microsc Microanal. 2004;10(5):563-7. 836
26. Magowan C, Brown JT, Liang J, Heck J, Coppel RL, Mohandas N, et al. Intracellular 837
structures of normal and aberrant Plasmodium falciparum malaria parasites imaged by soft x-ray 838
microscopy. Proc Natl Acad Sci U S A. 1997;94(12):6222-7. 839
27. de Oliveira LS, Alborghetti MR, Carneiro RG, Bastos IMD, Amino R, Grellier P, et al. Calcium 840
in the backstage of malaria parasite biology. Front Cell Infect Microbiol. 2021;11:708834. 841
28. Wunderlich J. Updated list of transport proteins in Plasmodium falciparum. Front Cell Infect 842
Microbiol. 2022;12:926541. 843
29. Altschul SF, Madden TL, Schäffer AA, Zhang J, Zhang Z, Miller W, et al. Gapped BLAST and 844
PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Res. 845
1997;25(17):3389-402. 846
30. Slavic K, Krishna S, Lahree A, Bouyer G, Hanson KK, Vera I, et al. A vacuolar iron-847
transporter homologue acts as a detoxifier in Plasmodium. Nat Commun. 2016;7:10403. 848
31. Sharma P, Tóth V, Hyland EM, Law CJ. Characterization of the substrate binding site of an 849
iron detoxifying membrane transporter from Plasmodium falciparum. Malar J. 2021;20(1):295. 850
32. Labarbuta P, Duckett K, Botting CH, Chahrour O, Malone J, Dalton JP, et al. Recombinant 851
vacuolar iron transporter family homologue PfVIT from human malaria-causing Plasmodium 852
falciparum is a Fe2+/H+exchanger. Sci Rep. 2017;7:42850. 853
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
24
33. Waller KL, Muhle RA, Ursos LM, Horrocks P, Verdier-Pinard D, Sidhu AB, et al. Chloroquine 854
resistance modulated in vitro by expression levels of the Plasmodium falciparum chloroquine 855
resistance transporter. J Biol Chem. 2003;278(35):33593-601. 856
34. Wichers JS, Mesén-Ramírez P, Fuchs G, Yu-Strzelczyk J, Stäcker J, von Thien H, et al. 857
PMRT1, a Plasmodium-specific parasite plasma membrane transporter, is essential for asexual and 858
sexual blood stage development. mBio. 2022;13(2):e00623-22. 859
35. Bakouh N, Bellanca S, Nyboer B, Moliner Cubel S, Karim Z, Sanchez CP, et al. Iron is a 860
substrate of the Plasmodium falciparum chloroquine resistance transporter PfCRT in Xenopus 861
oocytes. J Biol Chem. 2017;292(39):16109-21. 862
36. Martin RE, Henry RI, Abbey JL, Clements JD, Kirk K. The 'permeome' of the malaria parasite: 863
an overview of the membrane transport proteins of Plasmodium falciparum . Genome Biol. 864
2005;6(3):R26. 865
37. Brazzolotto X, Pierrel F, Pelosi L. Three conserved histidine residues contribute to 866
mitochondrial iron transport through mitoferrins. Biochem J. 2014;460(1):79-89. 867
38. Mühlenhoff U, Stadler JA, Richhardt N, Seubert A, Eickhorst T, Schweyen RJ, et al. A specific 868
role of the yeast mitochondrial carriers Mrs3/4p in mitochondrial iron acquisition under iron-limiting 869
conditions. J Biol Chem. 2003;278(42):40612-20. 870
39. Froschauer EM, Schweyen RJ, Wiesenberger G. The yeast mitochondrial carrier proteins 871
Mrs3p/Mrs4p mediate iron transport across the inner mitochondrial membrane. Biochim Biophys Acta. 872
2009;1788(5):1044-50. 873
40. Mather MW, Henry KW, Vaidya AB. Mitochondrial drug targets in apicomplexan parasites. 874
Curr Drug Targets. 2007;8(1):49-60. 875
41. Aschemeyer S, Qiao B, Stefanova D, Valore EV, Sek AC, Ruwe TA, et al. Structure-function 876
analysis of ferroportin defines the binding site and an alternative mechanism of action of hepcidin. 877
Blood. 2018;131(8):899-910. 878
42. Billesbølle CB, Azumaya CM, Kretsch RC, Powers AS, Gonen S, Schneider S, et al. Structure 879
of hepcidin-bound ferroportin reveals iron homeostatic mechanisms. Nature. 2020. 880
43. Knovich MA, Storey JA, Coffman LG, Torti SV, Torti FM. Ferritin for the clinician. Blood Rev. 881
2009;23(3):95-104. 882
44. Nemeth E, Tuttle MS, Powelson J, Vaughn MB, Donovan A, Ward DM, et al. Hepcidin 883
regulates cellular iron efflux by binding to ferroportin and inducing its internalization. Science. 884
2004;306(5704):2090-3. 885
45. Petrat F, Rauen U, de Groot H. Determination of the chelatable iron pool of isolated rat 886
hepatocytes by digital fluorescence microscopy using the fluorescent probe, phen green SK. 887
Hepatology. 1999;29(4):1171-9. 888
46. Lemieux JE, Gomez-Escobar N, Feller A, Carret C, Amambua-Ngwa A, Pinches R, et al. 889
Statistical estimation of cell-cycle progression and lineage commitment in Plasmodium falciparum 890
reveals a homogeneous pattern of transcription in ex vivo culture. Proc Natl Acad Sci U S A. 891
2009;106(18):7559-64. 892
47. Broadbent KM, Broadbent JC, Ribacke U, Wirth D, Rinn JL, Sabeti PC. Strand-specific RNA 893
sequencing in Plasmodium falciparum malaria identifies developmentally regulated long non-coding 894
RNA and circular RNA. BMC Genomics. 2015;16(1):454. 895
48. Wichers JS, Scholz JAM, Strauss J, Witt S, Lill A, Ehnold LI, et al. Dissecting the gene 896
expression, localization, membrane topology, and function of the Plasmodium falciparum STEVOR 897
protein family. mBio. 2019;10(4). 898
49. Stewart LB, Diaz-Ingelmo O, Claessens A, Abugri J, Pearson RD, Goncalves S, et al. Intrinsic 899
multiplication rate variation and plasticity of human blood stage malaria parasites. Commun Biol. 900
2020;3(1):624. 901
50. Benjamini Y, Hochberg Y. Controlling the false discovery rate: a practical and powerful 902
approach to multiple Testing. J Royal Stat Soc Ser B. 1995;57(1):289-300. 903
51. Abrahamian M, Ah-Fong AM, Davis C, Andreeva K, Judelson HS. Gene expression and 904
silencing studies in Phytophthora infestans reveal infection-specific nutrient transporters and a role for 905
the nitrate reductase pathway in plant pathogenesis. PLoS Pathog. 2016;12(12):e1006097. 906
52. Küpper H, Kochian LV. Transcriptional regulation of metal transport genes and mineral 907
nutrition during acclimatization to cadmium and zinc in the Cd/Zn hyperaccumulator, Thlaspi 908
caerulescens (Ganges population). New Phytol. 2010;185(1):114-29. 909
53. Sarkans U, Gostev M, Athar A, Behrangi E, Melnichuk O, Ali A, et al. The BioStudies 910
database - one stop shop for all data supporting a life sciences study. Nucleic Acids Res. 911
2018;46(D1):D1266-D70. 912
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
25
54. Bozdech Z, Llinás M, Pulliam BL, Wong ED, Zhu J, DeRisi JL. The transcriptome of the 913
intraerythrocytic developmental cycle of Plasmodium falciparum. PLoS Biol. 2003;1(1):E5. 914
55. Kidgell C, Volkman SK, Daily J, Borevitz JO, Plouffe D, Zhou Y, et al. A systematic map of 915
genetic variation in Plasmodium falciparum. PLoS Pathog. 2006;2(6):e57. 916
56. Raudvere U, Kolberg L, Kuzmin I, Arak T, Adler P, Peterson H, et al. g:Profiler: a web server 917
for functional enrichment analysis and conversions of gene lists (2019 update). Nucleic Acids Res. 918
2019;47(W1):W191-W8. 919
57. Sloan MA, Aghabi D, Harding CR. Orchestrating a heist: uptake and storage of metals by 920
apicomplexan parasites. Microbiology (Reading). 2021;167(12). 921
58. Loyevsky M, LaVaute T, Allerson CR, Stearman R, Kassim OO, Cooperman S, et al. An IRP-922
like protein from Plasmodium falciparum binds to a mammalian iron-responsive element. Blood. 923
2001;98(8):2555-62. 924
59. Hodges M, Yikilmaz E, Patterson G, Kasvosve I, Rouault TA, Gordeuk VR, et al. An iron 925
regulatory-like protein expressed in Plasmodium falciparum displays aconitase activity. Mol Biochem 926
Parasitol. 2005;143(1):29-38. 927
60. Kuhn Y, Sanchez CP, Ayoub D, Saridaki T, Van Dorsselaer A, Lanzer M. Trafficking of the 928
phosphoprotein PfCRT to the digestive vacuolar membrane in Plasmodium falciparum . Traffic. 929
2010;11(2):236-49. 930
61. Edayé S, Georges E. Characterization of native PfABCG protein in Plasmodium falciparum. 931
Biochem Pharmacol. 2015;97(2):137-46. 932
62. Lerch A, Koepfli C, Hofmann NE, Messerli C, Wilcox S, Kattenberg JH, et al. Development of 933
amplicon deep sequencing markers and data analysis pipeline for genotyping multi-clonal malaria 934
infections. BMC Genomics. 2017;18(1):864. 935
63. Spork S, Hiss JA, Mandel K, Sommer M, Kooij TW, Chu T, et al. An unusual ERAD-like 936
complex is targeted to the apicoplast of Plasmodium falciparum. Eukaryot Cell. 2009;8(8):1134-45. 937
64. Zhang M, Wang C, Otto TD, Oberstaller J, Liao X, Adapa SR, et al. Uncovering the essential 938
genes of the human malaria parasite Plasmodium falciparum by saturation mutagenesis. Science. 939
2018;360(6388):eaap7847. 940
65. Prommana P, Uthaipibull C, Wongsombat C, Kamchonwongpaisan S, Yuthavong Y, Knuepfer 941
E, et al. Inducible knockdown of Plasmodium gene expression using the glmS ribozyme. PLoS One. 942
2013;8(8):e73783. 943
66. Jumper J, Evans R, Pritzel A, Green T, Figurnov M, Ronneberger O, et al. Highly accurate 944
protein structure prediction with AlphaFold. Nature. 2021;596(7873):583-9. 945
67. Varadi M, Anyango S, Deshpande M, Nair S, Natassia C, Yordanova G, et al. AlphaFold 946
Protein Structure Database: massively expanding the structural coverage of protein-sequence space 947
with high-accuracy models. Nucleic Acids Res. 2022;50(D1):D439-D44. 948
68. Evans R, O’Neill M, Pritzel A, Antropova N, Senior A, Green T, et al. Protein complex 949
prediction with AlphaFold-Multimer. bioRxiv. 2022. 950
69. Kato T, Kumazaki K, Wada M, Taniguchi R, Nakane T, Yamashita K, et al. Crystal structure of 951
plant vacuolar iron transporter VIT1. Nat Plants. 2019;5(3):308-15. 952
70. Saier MH, Jr., Reddy VS, Tsu BV, Ahmed MS, Li C, Moreno-Hagelsieb G. The Transporter 953
Classification Database (TCDB): recent advances. Nucleic Acids Res. 2016;44(D1):D372-D9. 954
71. Pang C, Chai J, Zhu P, Shanklin J, Liu Q. Structural mechanism of intracellular autoregulation 955
of zinc uptake in ZIP transporters. Nat Commun. 2023;14(1):3404. 956
72. Kim J, Tan YZ, Wicht KJ, Erramilli SK, Dhin gra SK, Okombo J, et al. Structure and drug 957
resistance of the Plasmodium falciparum transporter PfCRT. Nature. 2019. 958
73. Ehrnstorfer IA, Geertsma ER, Pardon E, Steyaert J, Dutzler R. Crystal structure of a SLC11 959
(NRAMP) transporter reveals the basis for transition-metal ion transport. Nat Struct Mol Biol. 960
2014;21(11):990-6. 961
74. Meerstein-Kessel L, Venhuizen J, Garza D, Proellochs NI, Vos EJ, Obiero JM, et al. Novel 962
insights from the Plasmodium falciparum sporozoite-specific proteome by probabilistic integration of 963
26 studies. PLoS Comput Biol. 2021;17(4):e1008067. 964
75. Gligorijevi ć V, Renfrew PD, Kosciolek T, Leman JK, Berenberg D, Vatanen T, et al. Structure-965
based protein function prediction using graph convolutional networks. Nat Commun. 2021;12(1):3168. 966
76. Goheen MM, Bah A, Wegmüller R, Verhoef H, Darboe B, Danso E, et al. Host iron status and 967
erythropoietic response to iron supplementation determines susceptibility to the RBC stage of 968
falciparum malaria during pregnancy. Sci Rep. 2017;7(1):17674. 969
77. Muriuki JM, Mentzer AJ, Mitchell R, Webb EL, Etyang AO, Kyobutungi C, et al. Malaria is a 970
cause of iron deficiency in African children. Nat Med. 2021;27(4):653-8. 971
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
26
78. Kim CH, Kim HK, Bae SJ, Park JY, Lee KU. Association of elevated serum ferritin 972
concentration with insulin resistance and impaired glucose metabolism in Korean men and women. 973
Metabolism. 2011;60(3):414-20. 974
79. Newhouse IJ, Clement DB, Lai C. Effects of iron supplementation and discontinuation on 975
serum copper, zinc, calcium, and magnesium levels in women. Med Sci Sports Exerc. 976
1993;25(5):562-71. 977
80. Milner DA, Jr., Pochet N, Krupka M, Williams C, Seydel K, Taylor TE, et al. Transcriptional 978
profiling of Plasmodium falciparum parasites from patients with severe malaria identifies distinct low 979
vs. high parasitemic clusters. PLoS One. 2012;7(7):e40739. 980
81. Thomson-Luque R, Votborg-Novél L, Ndovie W, Andrade CM, Niangaly M, Attipa C, et al. 981
Plasmodium falciparum transcription in different clinical presentations of malaria associates with 982
circulation time of infected erythrocytes. Nat Commun. 2021;12(1):4711. 983
82. Lee HJ, Georgiadou A, Walther M, Nwakanma D, Stewart LB, Levin M, et al. Integrated 984
pathogen load and dual transcriptome analysis of systemic host-pathogen interactions in severe 985
malaria. Sci Transl Med. 2018;10(447). 986
83. Muckenthaler MU, Rivella S, Hentze MW, Galy B. A red carpet for iron metabolism. Cell. 987
2017;168(3):344-61. 988
84. Cercamondi CI, Egli IM, Ahouandjinou E, Dossa R, Zeder C, Salami L, et al. Afebrile 989
Plasmodium falciparum parasitemia decreases absorption of fortification iron but does not affect 990
systemic iron utilization: a double stable-isotope study in young Beninese women. Am J Clin Nutr. 991
2010;92(6):1385-92. 992
85. Duraisingh MT, Skillman KM. Epigenetic variation and regulation in malaria parasites. Annu 993
Rev Microbiol. 2018;72:355-75. 994
86. Ramos-Alonso L, Romero AM, Martínez-Pastor MT, Puig S. Iron regulatory mechanisms in 995
Saccharomyces cerevisiae. Front Microbiol. 2020;11:582830. 996
87. Gilabert Carbajo C, Cornell LJ, Madbouly Y, Lai Z, Yates PA, Tinti M, et al. Novel aspects of 997
iron homeostasis in pathogenic bloodstream form Trypanosoma brucei . PLOS Pathogens. 998
2021;17(6):e1009696. 999
88. Wang J, Pantopoulos K. Regulation of cellular iron metabolism. Biochem J. 2011;434(3):365-1000
81. 1001
89. Bushell E, Gomes AR, Sanderson T, Anar B, Girling G, Herd C, et al. Functional profiling of a 1002
Plasmodium genome reveals an abundance of essential genes. Cell. 2017;170(2):260-72.e8. 1003
90. Aghabi D, Sloan M, Gill G, Hartmann E, Antipova O, Dou Z, et al. The vacuolar iron 1004
transporter mediates iron detoxification in Toxoplasma gondii. Nat Commun. 2023;14(1):3659. 1005
91. Li L, Murdock G, Bagley D, Jia X, Ward DM, Kaplan J. Genetic Dissection of a Mitochondria-1006
Vacuole Signaling Pathway in Yeast Reveals a Link between Chronic Oxidative Stress and Vacuolar 1007
Iron Transport. J Biol Chem. 2010;285(14):10232-42. 1008
92. Schnell U, Dijk F, Sjollema KA, Giepmans BN. Immunolabeling artifacts and the need for live-1009
cell imaging. Nat Methods. 2012;9(2):152-8. 1010
93. Mathew R, Wunderlich J, Thivierge K, Cwiklinski K, Dumont C, Tilley L, et al. Biochemical and 1011
cellular characterisation of the Plasmodium falciparum M1 alanyl aminopeptidase ( PfM1AAP) and 1012
M17 leucyl aminopeptidase (PfM17LAP). Sci Rep. 2021;11(1):2854. 1013
94. Schembri L, Dalibart R, Tomasello F, Legembre P, Ichas F, De Giorgi F. The HA tag is 1014
cleaved and loses immunoreactivity during apoptosis. Nat Methods. 2007;4(2):107-8. 1015
95. Sahu T, Boisson B, Lacroix C, Bischoff E, Richier Q, Formaglio P, et al. ZIPCO, a putative 1016
metal ion transporter, is crucial for Plasmodium liver /i1stage development. EMBO Mol Med. 1017
2014;6(11):1387-97. 1018
96. Sidik SM, Huet D, Ganesan SM, Huynh MH, Wang T, Nasamu AS, et al. A genome-wide 1019
CRISPR screen in Toxoplasma identifies essential apicomplexan genes. Cell. 2016;166(6):1423-1020
35.e12. 1021
97. Shrivastava D, Jha A, Kabrambam R, Vishwakarma J, Mitra K, Ramachandran R, et al. 1022
Plasmodium falciparum ZIP1 is a zinc-selective transporter with stage-dependent targeting to the 1023
apicoplast and plasma membrane in erythrocytic parasites. ACS Infect Dis. 2024;10(1):155-69. 1024
98. Rohrbach P, Friedrich O, Hentschel J, Plattner H, Fink RH, Lanzer M. Quantitative calcium 1025
measurements in subcellular compartments of Plasmodium falciparum-infected erythrocytes. J Biol 1026
Chem. 2005;280(30):27960-9. 1027
99. Bozzi AT, Bane LB, Weihofen WA, Singharoy A, Guillen ER, Ploegh HL, et al. Crystal 1028
structure and conformational change mechanism of a bacterial Nramp-family divalent metal 1029
transporter. Structure. 2016;24(12):2102-14. 1030
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
27
100. Bozzi AT, Bane LB, Zimanyi CM, Gaudet R. Unique structural features in an Nramp metal 1031
transporter impart substrate-specific proton cotransport and a kinetic bias to favor import. J Gen 1032
Physiol. 2019;151(12):1413-29. 1033
101. Smith EC, Limbach KJ, Rangel N, Oda K, Bolton JS, Du M, et al. Novel malaria antigen 1034
Plasmodium yoelii E140 induces antibody-mediated sterile protection in mice against malaria 1035
challenge. PLoS One. 2020;15(5):e0232234. 1036
102. Trager W, Jensen JB. Human malaria parasites in continuous culture. Science. 1037
1976;193(4254):673-5. 1038
103. Malleret B, Claser C, Ong AS, Suwanarusk R, Sriprawat K, Howland SW, et al. A rapid and 1039
robust tri-color flow cytometry assay for monitoring malaria parasite development. Sci Rep. 1040
2011;1:118. 1041
104. Rivadeneira EM, Wasserman M, Espinal CT. Separation and concentration of schizonts of 1042
Plasmodium falciparum by Percoll gradients. J Protozool. 1983;30(2):367-70. 1043
105. Lambros C, Vanderberg JP. Synchronization of Plasmodium falciparum erythrocytic stages in 1044
culture. J Parasitol. 1979;65(3):418-20. 1045
106. Birnbaum J, Flemming S, Reichard N, Soares AB, Mesén-Ramírez P, Jonscher E, et al. A 1046
genetic system to study Plasmodium falciparum protein function. Nat Methods. 2017;14(4):450-6. 1047
107. Burda PC, Crosskey T, Lauk K, Zurborg A, Söhnchen C, Liffner B, et al. Structure-based 1048
identification and functional characterization of a lipocalin in the malaria parasite Plasmodium 1049
falciparum. Cell Rep. 2020;31(12):107817. 1050
108. Moon RW, Hall J, Rangkuti F, Ho YS, Almond N, Mitchell GH, et al. Adaptation of the 1051
genetically tractable malaria pathogen Plasmodium knowlesi to continuous culture in human 1052
erythrocytes. Proc Natl Acad Sci U S A. 2013;110(2):531-6. 1053
109. Schindelin J, Arganda-Carreras I, Frise E, Kaynig V, Longair M, Pietzsch T, et al. Fiji: an 1054
open-source platform for biological-image analysis. Nat Methods. 2012;9(7):676-82. 1055
110. Andrews S. FastQC: a quality control tool for high throughput sequence data. Babraham 1056
Bioinformatics, Babraham Institute, Cambridge, UK; 2010. 1057
111. Martin M. Cutadapt removes adapter sequences from high-throughput sequencing reads. 1058
EMBnet J. 2011;17(1):10-2. 1059
112. Aurrecoechea C, Brestelli J, Brunk BP, Dommer J, Fischer S, Gajria B, et al. PlasmoDB: a 1060
functional genomic database for malaria parasites. Nucleic Acids Res. 2009;37(Database 1061
issue):D539-D43. 1062
113. Dobin A, Davis CA, Schlesinger F, Drenkow J, Zaleski C, Jha S, et al. STAR: ultrafast 1063
universal RNA-seq aligner. Bioinformatics. 2013;29(1):15-21. 1064
114. Ewels P, Magnusson M, Lundin S, Käller M. MultiQC: summarize analysis results for multiple 1065
tools and samples in a single report. Bioinformatics. 2016;32(19):3047-8. 1066
115. Liao Y, Smyth GK, Shi W. featureCounts: an efficient general purpose program for assigning 1067
sequence reads to genomic features. Bioinformatics. 2014;30(7):923-30. 1068
116. Liao Y, Smyth GK, Shi W. The Subread aligner: fast, accurate and scalable read mapping by 1069
seed-and-vote. Nucleic Acids Res. 2013;41(10):e108. 1070
117. Li H, Handsaker B, Wysoker A, Fennell T, Ruan J, Homer N, et al. The Sequence 1071
Alignment/Map format and SAMtools. Bioinformatics. 2009;25(16):2078-9. 1072
118. Robinson MD, McCarthy DJ, Smyth GK. edgeR: a Bioconductor package for differential 1073
expression analysis of digital gene expression data. Bioinformatics. 2010;26(1):139-40. 1074
119. Sanderson T, Rayner JC. PhenoPlasm: a database of disruption phenotypes for malaria 1075
parasite genes. Wellcome Open Res. 2017;2:45. 1076
120. Blighe K, Rana S, Lewis M. EnhancedVolcano: Publication-ready volcano plots with 1077
enhanced colouring and labeling. R package version. 2022;1.15. 1078
121. Supek F, Bošnjak M, Škunca N, Šmuc T. REVIGO summarizes and visualizes long lists of 1079
gene ontology terms. PLoS One. 2011;6(7):e21800. 1080
122. Crameri F, Shephard GE, Heron PJ. The misuse of colour in science communication. Nat 1081
Commun. 2020;11(1):5444. 1082
123. Goddard TD, Huang CC, Meng EC, Pettersen EF, Couch GS, Morris JH, et al. UCSF 1083
ChimeraX: Meeting modern challenges in visualization and analysis. Protein Sci. 2018;27(1):14-25. 1084
124. Meng EC, Pettersen EF, Couch GS, Huang CC, Ferrin TE. Tools for integrated sequence-1085
structure analysis with UCSF Chimera. BMC Bioinformatics. 2006;7:339. 1086
125. Birnbaum J, Scharf S, Schmidt S, Jonscher E, Hoeijmakers WAM, Flemming S, et al. A 1087
Kelch13-defined endocytosis pathway mediates artemisinin resistance in malaria parasites. Science. 1088
2020;367(6473):51-9. 1089
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
28
126. Ward DM, Kaplan J. Ferroportin-mediated iron transport: Expression and regulation. 1090
Biochimica et Biophysica Acta (BBA) - Molecular Cell Research. 2012;1823(9):1426-33. 1091
127. Mesén-Ramírez P, Bergmann B, Elhabiri M, Zhu L, von Thien H, Castro-Peña C, et al. The 1092
parasitophorous vacuole nutrient channel is critical for drug access in malaria parasites and 1093
modulates the artemisinin resistance fitness cost. Cell Host Microbe. 2021. 1094
128. Sassmannshausen J, Pradel G, Bennink S. Perforin-like proteins of apicomplexan parasites. 1095
Front Cell Infect Microbiol. 2020;10:578883. 1096
129. Jonker JW, Buitelaar M, Wagenaar E, Van Der Valk MA, Scheffer GL, Scheper RJ, et al. The 1097
breast cancer resistance protein protects against a major chlorophyll-derived dietary phototoxin and 1098
protoporphyria. Proc Natl Acad Sci U S A. 2002;99(24):15649-54. 1099
130. Ahiya AI, Bhatnagar S, Morrisey JM, Beck JR, Vaidya AB. Dramatic consequences of 1100
reducing erythrocyte membrane cholesterol on Plasmodium falciparum . Microbiol Spectr. 1101
2022;10(1):e0015822. 1102
131. Schmidt O, Pfanner N, Meisinger C. Mitochondrial protein import: from proteomics to 1103
functional mechanisms. Nat Rev Mol Cell Biol. 2010;11(9):655-67. 1104
132. Sheiner L, Soldati-Favre D. Protein trafficking inside Toxoplasma gondii . Traffic. 1105
2008;9(5):636-46. 1106
133. Moonah S, Sanders NG, Persichetti JK, Sullivan DJ, Jr. Erythrocyte lysis and Xenopus laevis 1107
oocyte rupture by recombinant Plasmodium falciparum hemolysin III. Eukaryot Cell. 1108
2014;13(10):1337-45. 1109
134. Lim L, Linka M, Mullin KA, Weber AP, McFadden GI. The carbon and energy sources of the 1110
non-photosynthetic plastid in the malaria parasite. FEBS Lett. 2010;584(3):549-54. 1111
135. Hayashi M, Yamada H, Mitamura T, Horii T, Yamamoto A, Moriyama Y. Vacuolar H +-ATPase 1112
localized in plasma membranes of malaria parasite cells, Plasmodium falciparum , is involved in 1113
regional acidification of parasitized erythrocytes. J Biol Chem. 2000;275(44):34353-8. 1114
136. Friedrich O, Reiling SJ, Wunderlich J, Rohrbach P. Assessment of Plasmodium falciparum 1115
PfMDR1 transport rates using Fluo-4. J Cell Mol Med. 2014;18(9):1851-62. 1116
137. Marapana DS, Dagley LF, Sandow JJ, Nebl T, Triglia T, Pasternak M, et al. Plasmepsin V 1117
cleaves malaria effector proteins in a distinct endoplasmic reticulum translocation interactome for 1118
export to the erythrocyte. Nat Microbiol. 2018;3(9):1010-22. 1119
138. Blume M, Hliscs M, Rodriguez-Contreras D, Sanchez M, Landfear S, Lucius R, et al. A 1120
constitutive pan-hexose permease for the Plasmodium life cycle and transgenic models for screening 1121
of antimalarial sugar analogs. Faseb j. 2011;25(4):1218-29. 1122
139. Spillman Natalie J, Allen Richard JW, McNamara Case W, Yeung Bryan KS, Winzeler 1123
Elizabeth A, Diagana Thierry T, et al. Na + regulation in the malaria parasite Plasmodium falciparum 1124
involves the cation ATPase PfATP4 and is a target of the spiroindolone antimalarials. Cell Host 1125
Microbe. 2013;13(2):227-37. 1126
140. Boucher MJ, Ghosh S, Zhang L, Lal A, Jang SW, Ju A, et al. Integrative proteomics and 1127
bioinformatic prediction enable a high-confidence apicoplast proteome in malaria parasites. PLoS 1128
Biol. 2018;16(9):e2005895. 1129
141. van Esveld SL, Meerstein-Kessel L, Boshoven C, Baaij JF, Barylyuk K, Coolen JPM, et al. A 1130
prioritized and validated resource of mitochondrial proteins in Plasmodium identifies unique biology. 1131
mSphere. 2021;6(5):e0061421. 1132
142. Wichers JS, van Gelder C, Fuchs G, Ruge JM, Pietsch E, Ferreira JL, et al. Characterization 1133
of Apicomplexan Amino Acid Transporters (ApiATs) in the malaria parasite Plasmodium falciparum. 1134
mSphere. 2021;6(6):e00743-21. 1135
143. Gardner MJ, Hall N, Fung E, White O, Berriman M, Hyman RW, et al. Genome sequence of 1136
the human malaria parasite Plasmodium falciparum. Nature. 2002;419(6906):498-511. 1137
144. Martin RE. The transportome of the malaria parasite. Biol Rev Camb Philos Soc. 1138
2020;95(2):305-32. 1139
145. Carter NS, Ben Mamoun C, Liu W, Silva EO, Landfear SM, Goldberg DE, et al. Isolation and 1140
functional characterization of the Pf NT1 nucleoside transporter gene from Plasmodium falciparum. J 1141
Biol Chem. 2000;275(14):10683-91. 1142
146. Kenthirapalan S, Waters AP, Matuschewski K, Kooij TW. Copper-transporting ATPase is 1143
important for malaria parasite fertility. Mol Microbiol. 2014;91(2):315-25. 1144
147. Park DJ, Lukens AK, Neafsey DE, Schaffner SF, Chang HH, Valim C, et al. Sequence-based 1145
association and selection scans identify drug resistance loci in the Plasmodium falciparum malaria 1146
parasite. Proc Natl Acad Sci U S A. 2012;109(32):13052-67. 1147
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
29
148. Sayers CP, Mollard V, Buchanan HD, McFadden GI, Goodman CD. A genetic screen in 1148
rodent malaria parasites identifies five new apicoplast putative membrane transporters, one of which 1149
is essential in human malaria parasites. Cell Microbiol. 2018;20(1):e12789. 1150
149. Cowell AN, Istvan ES, Lukens AK, Gomez-Lorenzo MG, Vanaerschot M, Sakata-Kato T, et al. 1151
Mapping the malaria parasite druggable genome by using in vitro evolution and chemogenomics. 1152
Science. 2018;359(6372):191-9. 1153
150. Gupta Y, Sharma N, Singh S, Romero JG, Rajendran V, Mogire RM, et al. The multistage 1154
antimalarial compound calxinin perturbates P. falciparum Ca2+ homeostasis by targeting a unique ion 1155
channel. Pharmaceutics. 2022;14(7):1371. 1156
151. Nozawa A, Ito D, Ibrahim M, Santos HJ, Tsuboi T, Tozawa Y. Characterization of 1157
mitochondrial carrier proteins of malaria parasite Plasmodium falciparum based on in vitro translation 1158
and reconstitution. Parasitol Int. 2020;79:102160. 1159
152. Agrawal S, Striepen B. More membranes, more proteins: complex protein import mechanisms 1160
into secondary plastids. Protist. 2010;161(5):672-87. 1161
153. Schureck MA, Darling JE, Merk A, Shao J, Daggupati G, Srinivasan P, et al. Malaria parasites 1162
use a soluble RhopH complex for erythrocyte invasion and an integral form for nutrient uptake. eLife. 1163
2021;10:e65282. 1164
154. Chitale M, Hawkins T, Park C, Kihara D. ESG: extended similarity group method for 1165
automated protein function prediction. Bioinformatics. 2009;25(14):1739-45. 1166
155. Stanway RR, Bushell E, Chiappino-Pepe A, Roques M, Sanderson T, Franke-Fayard B, et al. 1167
Genome-scale identification of essential metabolic processes for targeting the Plasmodium liver 1168
stage. Cell. 2019;179(5):1112-28.e26. 1169
156. Ecker A, Lakshmanan V, Sinnis P, Coppens I, Fidock DA. Evidence that mutant PfCRT 1170
facilitates the transmission to mosquitoes of chloroquine-treated Plasmodium gametocytes. J Infect 1171
Dis. 2011;203(2):228-36. 1172
1173
Figures: 1174
Figure 1: Effects of the iron status of the blood donor and of hepcidin on (A) 1175
erythrocyte free iron levels, (B) P. falciparum 3D7 growth rates, (C) DNA content per 1176
mature schizont, and (D) the number of merozoites per mature schizont. 1177
The relative free iron level and DNA content per cell were assessed by measuring the mean 1178
fluorescence intensity (MFI) of Phen Green SK or SYBR Green I compared to control (Ctrl, 1179
untreated, normal hemoglobin level) using flow cytometry. 0.7 µM hepcidin (Hep) was 1180
chosen as a concentration reported to reduce binding of ferrous iron to the erythrocyte iron 1181
exporter ferroportin by 50% in vitro (44). Parasite growth rates refer to the fold change in 1182
parasitemia after one intraerythrocytic developmental cycle in vitro relative to control as 1183
determined by flow cytometry with SYBR Green I (103). Mature schizonts were obtained by 1184
treating schizonts at 40 hpi with 1 mM compound 2 (4-[7-[(dimethylamino)methyl]-2-(4-1185
fluorphenyl)imidazo[1,2-α ]pyridine-3-yl]pyrimidin-2-amine) for 8 h. To count the number of 1186
merozoites, Giemsa-stained blood smears were analyzed microscopically and only single-1187
infected cells with one digestive vacuole were considered. Means and 95% confidence 1188
intervals (indicated by error bars) are shown. Statistical significance was calculated with two-1189
tailed unpaired t tests with Welch’s correction for unequal variances and adjusted with the 1190
Holm-Šídák method for multiple comparisons except for merozoite numbers, which were 1191
compared using Mann-Whitney test. N represents the number of parasites and n the number 1192
of independent experiments. 1193
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
30
1194
Figure 2: Differential expression of P. falciparum 3D7 genes under various iron 1195
conditions. 1196
Parasites were cultured with erythrocytes from an individual with high, medium (healthy) or 1197
low iron status (experiment 1) or with red blood cells from another healthy donor in the 1198
presence or absence of 0.7 µM hepcidin (experiment 2). Samples were harvested at the ring 1199
and trophozoite stage (6 – 9 and 26 – 29 hours post invasion, hpi) with three biological 1200
replicates per time point and condition. The maximum likelihood estimation (MLE) of the 1201
average developmental age of the parasites for each condition and time point (A) was 1202
calculated using an algorithm developed by Avi Feller and Jacob Lemieux (46). CI, 1203
confidence interval. The volcano plots (B and D) show transcriptional changes of all parasite 1204
genes. Red dots indicate significantly (P < 0.05, exact test for negative binomial distribution) 1205
upregulated genes (log2 (fold change) ≥ 0.2), blue dots stand for significantly downregulated 1206
genes (log2 (fold change) ≤ -0.2), while grey dots represent genes that did not significantly 1207
differ in transcription under the conditions described (P ≥ 0.05 and / or -0.2 < log2 (fold 1208
change) < 0.2). Differentially expressed genes encoding putative iron transporters (see 1209
Table 1) are labeled. Panels C and E show the enrichment of Gene Ontology (GO), Kyoto 1210
Encyclopedia of Genes and Genomes (KEGG) and Reactome (REAC) terms among 1211
significantly regulated genes excluding var, stevor and rifin gene families at the two time 1212
points. The functional terms were summarized using REVIGO (121) to remove 1213
redundancies, represented by circles and plotted according to the significance of their 1214
enrichment (-log10 (adjusted P), hypergeometric test). The size of the circle is proportional to 1215
the number of differentially regulated genes in the dataset that are associated with the 1216
respective term, while the color stands for the fold enrichment. The gray dashed line 1217
indicates the threshold of the adjusted P value (-log10 0.05 = 1.3). 1218
1219
Figure 3: Subcellular localization of four putative iron transport proteins. 1220
Representative erythrocytes infected with P. falciparum 3D7 parasites endogenously 1221
expressing GFP-tagged PfMRS3 (A), PfVIT (B), PfZIPCO (C) or PfE140 (D) were 1222
additionally stained with the fluorescent dyes Hoechst-33342, MitoTracker Red, ER Tracker 1223
Red and/or LysoTracker Deep Red. Co-transfection with a construct that encodes the 60 N-1224
terminal amino acids of acyl carrier protein (PfACP) tagged with mCherry (125) resulted in 1225
red fluorescence of the apicoplast. Live-cell images were taken under physiological 1226
conditions at 37°C using an SP8 confocal laser-scanning microscope (Leica). DIC, 1227
differential interference contrast. Scale bar, 2 µm. 1228
1229
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
31
Figure 4: PfVIT and PfE140 are important for P. falciparum growth and may be 1230
involved in intracellular iron homeostasis. 1231
A Representative erythrocytes infected with P. falciparum 3D7 parasites that endogenously 1232
express a truncated version of PfVIT or PfZIPCO tagged with GFP (green). B Growth rates 1233
of knockout parasite lines generated. C Reduction of PfE140-GFP fluorescence (green) in 1234
live 3D7 parasites caused by glmS-mediated knockdown that was induced by treatment with 1235
2.5 mM glucosamine (GlcN) for 36 h compared to untreated control (Ctrl). D Total parasite 1236
fluorescence intensities were quantified as background-corrected integrated densities using 1237
ImageJ version 2.9.0/1.53t (109) and compared using Mann-Whitney test. E The size of the 1238
parasites was measured as the area of the region of interest and compared using equal 1239
variance unpaired t test. F Conditional knockdown of PfE140 induced by treatment with 2.5 1240
mM GlcN results in a growth defect during asexual blood stage development. Live parasites 1241
were stained with Hoechst-33342 (blue) and imaged under physiological conditions at 37°C 1242
using an SP8 confocal laser-scanning microscope (Leica). DIC, differential interference 1243
contrast. Scale bar, 2 µm. Error bars represent 95% confidence intervals of the mean, N the 1244
number of parasites analyzed, n the number of independent experiments and Hep treatment 1245
with 0.7 µM hepcidin. Growth rates refer to the fold change in parasitemia after two 1246
intraerythrocytic developmental cycles in vitro relative to untreated wild-type 3D7 parasites 1247
(WT) as determined by flow cytometry with SYBR Green I (103). Statistical significance of 1248
growth differences was calculated with two-tailed unpaired t tests with Welch’s correction for 1249
unequal variances and adjusted with the Holm-Šídák method for multiple comparisons. 1250
1251
Figure 5: Predicted structures of putative iron transporters identified in P. falciparum 1252
as viewed from the membrane plane. 1253
A Predicted protein structures with per-residue pLDDT (predicted local distance difference 1254
test) confidence scores on a scale from 0 to 100, where blue represents high and red low 1255
confidence, respectively. The experimentally determined structure of PfCRT is shown in 1256
gray. B Molecular lipophilicity potential of the protein surfaces as implemented in UCSF 1257
ChimeraX; tan is hydrophobic and cyan hydrophilic. Dashed lines above and below the tan 1258
regions of all proteins indicate the respective membrane and disordered loops were removed 1259
for clarity. C Surface charge of the proteins with positively charged areas colored blue and 1260
negatively charged ones red. Putative cation-binding site are indicated with an asterisk and 1261
transport directions by arrows. PfE140 likely forms a dimer but is shown as a monomer, as 1262
no predicted dimer structure could be obtained using AlphaFold2-multimer. The putative 1263
cation-binding sites for this protein are based on DeepFRI gradCAM scores for the functional 1264
term GO:0015075 “monoatomic ion transmembrane transporter activity” (Supplementary Fig. 1265
S5). 1266
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
32
1267
Figure 6: Iron homeostasis in a P. falciparum-infected erythrocyte. 1268
The human blood plasma contains between 10 and 30 µM total Fe and the erythrocyte 1269
cytosol approximately 20 mM (19). However, only 2.5 – 4.7 µM of Fe2+ is bioavailable in an 1270
uninfected erythrocyte, and 1.5 – 1.8 µM in a P. falciparum-infected one (20). Human 1271
ferroportin (FPN) at the host cell surface (erythrocyte plasma membrane, EPM) exports free 1272
iron from the erythrocyte (126), the nutrient pore formed by PfEXP1 and PfEXP2 allows the 1273
passage of the ions through the parasitophorous vacuole membrane (PVM) (127). PfE140 at 1274
the parasite plasma membrane (PPM) may mediate iron uptake iron into the parasite cytosol 1275
and the mitochondrial carrier protein PfMRS3 likely translocates Fe2+ into the mitochondrion, 1276
a site of de novo heme biosynthesis. The digestive vacuole (DV) contains a high amount of 1277
total Fe as it is the site of hemoglobin degradation. The chloroquine resistance transporter 1278
(PfCRT) and the natural resistance-associated macrophage protein (PfNRAMP) were 1279
suggested to mediate proton-coupled export of Fe2+ from the DV into the parasite cytosol 1280
(35, 36). The vacuolar iron transporter (PfVIT) may be involved in iron detoxification by 1281
transporting excess iron from the cytosol into cytoplasmic vesicles that may be 1282
acidocalcisomes, whereas PfZIPCO may release zinc and ferrous iron from these organelles 1283
under low-iron conditions (this study). Both acidocalcisomes and the DV are likely acidified 1284
by the plant-like H+-pump V-ATPase, which can fuel secondary active transport processes 1285
(22, 27). Parasite-encoded proteins are shown in orange and human-encoded transporters 1286
in blue. 1287
1288
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
33
Table 1: P. falciparum transport proteins with differential gene expression under various iron conditions. 1289
Putative and known transporter genes were filtered from differentially expressed genes in the described RNA-seq experiments usi ng an updated list of P. falciparum transport 1290
proteins (28). The log2 (fold change) of gene expression at the ring stage (6 – 9 hours post invasion) and known or proposed functions are indicated fo r significantly regulated 1291
genes (exact P < 0.05) and putative iron transport proteins are highlighted in red. DV: digestive vacuole, EPM: erythrocyte plasma membrane, PPM: parasite plasma 1292
membrane. 1293
Gene product and ID Log 2 (fold change)
high vs. low Fe
Log2 (fold change)
low Fe vs. control
Log2(fold change)
hepcidin vs. control
Known or putative function
PLP5 (PF3D7_0819200) + 0.49 (P = 0.0002) n.s. - 0.29 ( P = 0.003) Host cell permeabilization and rupture (128)
ABCG (PF3D7_1426500) + 0.45 (P = 0.02) - 0.57 ( P = 0.006) n.s. Putative metabolite exporter at PPM (61), human ortholog ABCG2 exports heme (129)
VP1 (PF3D7_1456800) + 0.39 (P = 0.0006) - 0.34 ( P = 0.004) n.s. Active H + export across PPM (130)
TOM7 (PF3D7_0823700) + 0.38 (P = 0.02) n.s. n.s. Protein import across outer mitochondrial membrane (131, 132)
HlyIII (PF3D7_1455400) + 0.38 (P = 0.0009) n.s. n.s. Forms pore (~3.2 nm) for solutes and ions in EPM (133)
TPT (PF3D7_0508300) + 0.37 (P = 0.001) - 0.40 ( P = 0.002) n.s. Imports phosphoenolpyruvate, dihydroxyacetone, and 3-phosphoglycerate across outer
apicoplast membrane (134)
Vo c (PF3D7_0519200) + 0.36 (P = 0.0006) n.s. - 0.16 (P = 0.007) V-ATPase subunit: active H+ export from cytosol (135)
MDR1 (PF3D7_0523000) + 0.34 (P = 0.0009) - 0.23 ( P = 0.03) n.s. Active drug and solute import into DV (136)
NT3 (PF3D7_1469400) + 0.34 (P = 0.03) n.s. n.s. Putative nucleoside transporter (36)
SEC61α (PF3D7_1346100) + 0.33 (P = 0.0006) - 0.22 ( P = 0.04) - 0.17 ( P = 0.005) ER import of proteins destined for export (137)
MRS3 (PF3D7_0905200) + 0.33 (P = 0.002) - 0.19 ( P = 0.04) n.s. Putative Fe 2+ importer into mitochondrial matrix (38)
HT1 (PF3D7_0204700) + 0.33 (P = 0.002) - 0.30 ( P = 0.006) n.s. Imports glucose and fructose across PPM (138)
ATP4 (PF3D7_1211900) + 0.33 (P = 0.005) - 0.40 (P = 0.002) n.s. H + import, Na+ export across PPM (139)
MCT2 (PF3D7_0926400) + 0.32 (P = 0.005) n.s. n.s. Exports organic solutes from apicoplast, imports H + (140)
V1 B (PF3D7_0406100) + 0.30 (P = 0.001) - 0.25 (P = 0.008) - 0.13 (P = 0.04) V-ATPase subunit: active H+ export from cytosol (135)
V1 A (PF3D7_1311900) + 0.30 (P = 0.001) - 0.28 (P = 0.003) - 0.20 (P = 0.001) V-ATPase subunit: active H+ export from cytosol (135)
TIM16 (PF3D7_0513500) + 0.29 (P = 0.03) n.s. n.s. Protein import across inner mitochondrial membrane (131, 141)
VIT (PF3D7_1223700) + 0.29 (P = 0.02) n.s. n.s. Fe 2+ sequestration from cytosol in exchange for H + (30-32)
ApiAT2 (PF3D7_0914700) + 0.28 (P = 0.006) n.s. n.s. Putative amino acid transporter at PPM (142)
NRAMP (PF3D7_0523800) + 0.28 (P = 0.003) n.s. n.s. Symport of Mn 2+ or Fe2+ with H+ from DV into cytosol (22, 34)
AMC1 (PF3D7_0108800) + 0.26 (P = 0.03) n.s. n.s. Putative mitochondrial transporter (143)
CRT (PF3D7_0709000) + 0.26 (P = 0.007) n.s. n.s. Symport of positively charged dipeptides or Fe 2+ with H+ from DV into cytosol (35)
V1 H (PF3D7_1306600) + 0.26 (P = 0.01) n.s. n.s. V-ATPase subunit: active H + export from cytosol (135)
AAC2 (PF3D7_1004800) + 0.25 (P = 0.03) n.s. - 0.21 (P = 0.04) Mitochondrial ADP/ATP antiporter (141)
PiT (PF3D7_1340900) + 0.24 (P = 0.02) - 0.21 ( P = 0.04) n.s. Imports phosphate and Na + into cytosol across PPM (36)
Vo d (PF3D7_1464700) + 0.24 (P = 0.02) - 0.23 ( P = 0.03) - 0.15 ( P = 0.02) V-ATPase subunit: active H+ export from cytosol (135)
Vo c" (PF3D7_1354400) + 0.23 (P = 0.03) n.s. n.s. V-ATPase subunit: active H + export from cytosol (135)
ATP10 (PF3D7_0727800) + 0.23 (P = 0.01) n.s. n.s. Active apicoplast Mn2+ transporter (144)
SulP (PF3D7_1471200) + 0.23 (P = 0.02) n.s. n.s. Inorganic anion antiporter at PPM (36)
ATP2 (PF3D7_1219600) + 0.22 (P = 0.02) - 0.22 (P < 0.05) - 0.14 (P = 0.03) Putative phospholipid flippase at PPM (36)
NT1 (PF3D7_1347200) + 0.22 (P = 0.02) n.s. n.s. Purin base import across PPM (145)
AAT1 (PF3D7_0629500) - 0.26 (P = 0.007) n.s. n.s. Putative amino acid transporter at PPM and DV (143)
MIT1 (PF3D7_1120300) - 0.27 (P = 0.02) n.s. n.s. Putative mitochondrial magnesium/nickel/cobalt ion channel (141)
AAT2 (PF3D7_1208400) - 0.29 (P = 0.009) n.s. n.s. Putative amino acid transporter at PPM (36)
MDR7 (PF3D7_1209900) - 0.34 (P = 0.04) n.s. n.s. Active efflux of peptides from mitochondrion (36, 40)
CuTP (PF3D7_0904900) - 0.36 (P = 0.008) + 0.52 ( P = 0.004) n.s. Active Cu2+ export from cytoplasmic vesicle (36, 146)
GCβ (PF3D7_1360500) - 0.36 (P = 0.007) n.s. n.s. Putative phospholipid flippase at PPM (36)
TPC (PF3D7_1368700) - 0.37 (P = 0.01) + 0.33 ( P = 0.02) n.s. Thiamine pyrophosphate import, nucleotide export from mitochondrion (144)
F1 γ (PF3D7_1311300) - 0.38 (P = 0.03) n.s. + 0.32 (P = 0.03) Subunit of mitochondrial H+-importing ATP synthase (143)
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
34
PF3D7_0614900 - 0.43 (P = 0.005) + 0.72 ( P = 0.0001) + 0.29 ( P = 0.0003) Putative ABC transporter at PPM (28)
MFS4 (PF3D7_1203400) - 0.44 (P = 0.0008) + 0.56 ( P = 0.0005) + 0.27 ( P = 0.02) Putative transporter (36)
Fo d (PF3D7_0311800) - 0.46 (P = 0.004) + 0.34 ( P = 0.02) n.s. Subunit of mitochondrial H +-importing ATP synthase (144)
PF3D7_1004600 - 0.47 (P = 0.01) + 0.58 ( P = 0.003) + 0.28 ( P = 0.03) Putative ABC transporter linked to drug resistance (147)
MPC2 (PF3D7_1470400) - 0.47 (P = 0.03) + 0.66 ( P = 0.005) n.s. Subunit of mitochondrial putative pyruvate:H + importer (144)
E140 (PF3D7_0104100) - 0.47 (P = 0.03) + 0.65 ( P = 0.006) n.s. Putative transport protein at PPM (28)
MDR4 (PF3D7_0302600) - 0.55 (P = 0.001) + 0.63 ( P = 0.001) + 0.33 ( P = 0.02) Active drug export across innermost apicoplast membrane (148, 149)
ZIPCO (PF3D7_1022300) - 0.57 (P = 0.03) + 0.55 ( P = 0.04) + 0.63 ( P = 0.006) Zn2+/Fe2+ import into cytosol (95)
F1 δ (PF3D7_1147700) - 0.59 (P = 0.004) + 0.63 ( P = 0.005) n.s. Subunit of mitochondrial H +-importing ATP synthase (143)
TRP-ML (PF3D7_1313500) - 0.59 (P = 0.01) + 0.64 ( P = 0.005) n.s. Putative Ca 2+ channel (150)
F1 ε (PF3D7_0715500) - 0.67 (P = 0.04) + 0.94 (P = 0.007) n.s. Subunit of mitochondrial H+-importing ATP synthase (143)
MFS3 (PF3D7_0919500) - 0.85 (P = 0.01) + 0.72 (P = 0.01) n.s. Putative sugar transporter (143)
ATP11 (PF3D7_1468600) n.s. + 1.14 (P = 0.005) n.s. Putative phospholipid flippase at PPM (28, 36)
NGT (PF3D7_0505300) n.s. + 0.91 (P = 0.00008) + 0.79 (P = 0.00004) UDP-N-acetylglucosamine import, UMP export from Golgi (36)
SAMC (PF3D7_1241600) n.s. + 0.77 (P = 0.03) + 0.68 (P = 0.02) S-adenosylmethionine import into mitochondrion (151)
PF3D7_0614900 n.s. + 0.72 ( P = 0.0001) + 0.29 ( P = 0.0003) Putative active transporter at PPM (28)
GPH (PF3D7_0529200) n.s. + 0.70 (P = 0.03) n.s. Putative sugar:cation symporter (36)
ATP9 (PF3D7_1348800) n.s. + 0.62 (P = 0.04) n.s. Active Ca 2+ import into DV? (144)
CTR2 (PF3D7_1421900) n.s. + 0.52 (P = 0.004) n.s. Putative apicoplast copper channel (144)
MDR5 (PF3D7_1339900) n.s. + 0.51 (P = 0.02) n.s. Active solute export across PPM (144)
TIC20 (PF3D7_1144700) n.s. + 0.49 (P = 0.007) n.s. Protein import across innermost apicoplast membrane (152)
PF3D7_0924500 n.s. + 0.47 (P = 0.002) n.s. Putative Na +:H+ exchanger (70)
PPT (PF3D7_0530200) n.s. + 0.46 (P = 0.02) Imports phosphoenolpyruvate, dihydroxyacetone, and 3-phosphoglycerate across inner
apicoplast membrane (134)
CLAG3.1 (PF3D7_0302500) n.s. + 0.45 (P < 0.05) n.s. Purine, amino acid, sugar, and vitamin import across EPM (153)
CDF (PF3D7_0715900) n.s. + 0.44 (P = 0.02) n.s. Putative Zn 2+ importer (57) into cytoplasmic vesicles (34)
ATP7 (PF3D7_0319000) n.s. + 0.44 (P = 0.007) n.s. Putative phospholipid flippase at PPM (28, 36)
RhopH3 (PF3D7_0905400) n.s. + 0.42 (P = 0.04) n.s. Purine, amino acid, sugar, and vitamin import across EPM (153)
AQP2 (PF3D7_0810400) n.s. + 0.34 (P = 0.02) - 0.19 (P < 0.05) Water channel at PPM (154)
MFS2 (PF3D7_0916000) n.s. + 0.33 (P = 0.04) n.s. Putative sugar transporter (36)
TFP1 (PF3D7_0206200) n.s. + 0.33 (P = 0.02) n.s. Putative metabolite transporter at PPM (144)
ATP6 (PF3D7_0106300) n.s. - 0.22 (P = 0.03) n.s. Active Ca2+ import into ER for storage (144)
V1 G (PF3D7_1323200) n.s. - 0.23 (P = 0.04) - 0.12 ( P = 0.04) V-ATPase subunit: active H+ export from cytosol (135)
FNT (PF3D7_0316600) n.s. - 0.27 (P = 0.02) - 0.16 ( P = 0.004) Lactate/formate and H+ release from cytosol (144)
MFR1 (PF3D7_0614300) n.s. - 0.33 (P = 0.004) - 0.14 ( P = 0.02) Putative organic anion transporter (36)
PMRT1 (PF3D7_1135300) n.s. - 0.36 (P = 0.009) n.s. Putative transporter at PPM (34)
PLP3 (PF3D7_0923300) n.s. - 0.42 (P = 0.015) n.s. Host cell permeabilization and rupture (128)
OSCP (PF3D7_1310000) n.s. n.s. + 0.58 (P = 0.01) Subunit of mitochondrial H+-importing ATP synthase (143)
GFT (PF3D7_0212000) n.s. n.s. + 0.54 (P = 0.03) GDP-fucose import, GMP export from Golgi (36)
SEC61γ (PF3D7_0210000) n.s. n.s. - 0.23 (P = 0.001) ER import of proteins destined for export (137)
SEC61β (PF3D7_0821800) n.s. n.s. - 0.31 (P = 0.0005) ER import of proteins destined for export (137)
DTC (PF3D7_0823900) n.s. n.s. - 0.34 (P = 0.004) Imports dicarboxylate, exports tricarboxylate from mitochondrion (143)
1294
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
35
Table 2: Proteins identified by RNA-sequencing that may be involved in iron transport in P. falciparum. 1295
The classification of the proteins identified is indicated according to the Transport Classification Database (70). Data on hum an orthologs was retrieved using the NCBI 1296
position-specific iterated (PSI) BLAST with default settings at https://blast.ncbi.nlm.nih.gov/Blast.cgi (29). DV: digestive vacuole, E: expect value, EM: electron microscopy, hpi: 1297
hours post invasion, MIS: mutagenesis index score, PDB: Protein Data Bank, PPM: parasite plasma membrane. 1298
Gene product,
gene ID
Blood stage
tran-
scription
peak (47)
Classifi-
cation (70)
Solved
structure of a
similar protein
Potential
human
ortholog(s)
Localization
in P.
falciparum
Transport assays and
proposed function
Mutability in
P. falciparum
Essentiality in P. berghei
MRS3,
PF3D7_0905200
20 hpi 2.A.29.5.9 None Mitoferrin-1
(E = 7 x 10
-10,
27.0% identity,
26% coverage);
Mitoferrin-2
(E = 6 x 10
-8,
27.9% identity,
12% coverage)
Mitochondrion
(this study)
Liposomal transport assays
with S. cerevisiae MRS3
(37): Fe
2+ import into
mitochondrial matrix across
inner membrane
Non-
disruptable,
MIS: 0.135
(64)
PBANKA_041620: essential at
asexual blood stage (89)
VIT,
PF3D7_1223700
36 hpi 2.A.89.1.13 Crystal structure
of VIT1 from
Eucalyptus
grandis: PDB
6IU9 (69)
None Cytoplasmic
vesicles (this
study)
Transport assays using
inverted vesicles with PfVIT
(32): Fe
2+ export from
cytoplasmic vesicles (this
study) into cytosol in
exchange for H
+
Disruptable,
MIS: 0.903
(64)
PBANKA_143860: dispensable at
asexual blood stage with growth
rate of 1 (95% CI: 0.94 – 1.05)
(89), and at mosquito and liver
stage (155); reduced growth in
blood and liver in mice (30)
ZIPCO,
PF3D7_1022300
32 hpi 2.A.5.3.12 Cryo-EM
structure of ZIP
from Bordetella
bronchiseptica:
PDB 8GHT (71)
ZIP1
(E = 2 x 10
-5,
21.7% identity,
48% coverage)
Cytoplasmic
vesicles (this
study)
Zn
2+ uptake assays with
BbZIP in Escherichia coli
(71), Liposomal assays with
PfZIP1 (97): Zn2+/Fe2+ import
into cytosol from cytoplasmic
vesicles (this study)
Disruptable,
MIS: 1 (64),
growth
increase at
asexual blood
stage (this
study)
PBANKA_050650: growth rate of
0.86 (95% CI: 0.74 – 0.98) at
asexual blood stage (89);
dispensable at blood and mosquito
stage but reduced sporozoite
infectivity and inefficient
schizogony in hepatocytes (95)
NRAMP,
PF3D7_0523800
14 hpi 2.A.55.2.25 Crystal structure
of NRAMP/DMT
from Staphylo-
coccus capitis:
PDB 5M95 (73)
NRAMP1
(E = 2 x 10
-38,
28.4% identity,
56% coverage);
NRAMP2
(E = 2 x 10
-38,
27.6% identity,
65% coverage)
DV (34) Uptake assays with
Deinococcus radiodurans
NRAMP in E. coli and
proteoliposomes (99, 100):
pH-dependent symport of
Mn
2+/Fe2+ with H+ into
cytosol from DV
Non-
disruptable,
MIS: 0.123
(64)
PBANKA_123860: no mutants
generated
CRT,
PF3D7_0709000
14 hpi 2.A.7.20.1 Cryo-EM
structure of
PfCRT from
strain 7G8: PDB
6UKJ (72)
None DV (60) Transport assays using
Xenopus oocytes with
PfCRT (35): symport of Fe
2+
with H+ into cytosol from DV
Non-
disruptable,
MIS: 0.127
(64), essential
at asexual
blood stage
PBANKA_121950: essential at
asexual blood stage (89, 156)
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
36
(33)
E140,
PF3D7_0104100
40 hpi Unknown None None PPM (this
study)
Putative Fe2+ importer at
PPM (this study)
Non-
disruptable,
MIS: 0.119
(64)
PBANKA_0209000: growth rate of
0.48 (95% CI: 0.32 – 0.63) at
asexual blood stage (89),
dispensable in mosquito and liver
stages (155)
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
37
Supplementary Material 1299
mentary Figures 1300
Supplementary Figure S1: RNA quality. 1301
Supplementary Figure S2: Cloning strategy and confirmation of correct DNA integration 1302
into the genome of the cell lines generated. 1303
Supplementary Figure S3: Sequence alignments of P. falciparum proteins with their 1304
potential orthologs from other species that have been functionally characterized. 1305
Supplementary Figure S4: Alignments of functional sites in the predicted P. falciparum 1306
protein structures with those of potential orthologs using UCSF Chimera. 1307
1308
Supplementary Videos 1309
Supplementary Video S1: Parasite endogenously expressing PfMRS3-GFP stained with 1310
MitoTracker Red and Hoechst-33342. 1311
Supplementary Video S2: Parasite endogenously expressing PfVIT-GFP stained with ER 1312
Tracker Red and Hoechst-33342. 1313
Supplementary Video S3: Parasite endogenously expressing PfZIPCO-GFP stained with 1314
LysoTracker Deep Red and Hoechst-33342. 1315
Supplementary Video S4: Parasite expressing PfE140-GFP endogenously, PfACP(1-60)-1316
mCherry episomally and stained with Hoechst-33342. 1317
1318
Supplementary Tables 1319
Supplementary Table S1: Differentially expressed genes of P. falciparum 3D7 cultured with 1320
erythrocytes from a donor with high, control or low iron status. 1321
Supplementary Table S2: Differentially expressed genes of P. falciparum 3D7 cultured with 1322
erythrocytes from a healthy donor with or without addition of 0.7 µM hepcidin. 1323
Supplementary Table S3: Oligonucleotides (A) and plasmids (B) used in this study. 1324
1325
Supplementary PDB files 1326
Top-scoring PDB files for the multimers that were computed at EMBL: 1327
PfVIT.pdb 1328
PfZIPCO.pdb 1329
1330
Funding 1331
This work was supported by a Boehringer Ingelheim Foundation Exploration Grant, the 1332
Partnership for Innovation, Education and Research (PIER) of Hamburg University and 1333
DESY (project PIF-2018-87) and the European Molecular Biology Laboratory (EMBL). JW 1334
was additionally funded by the European Research Council under the European Union’s 1335
.CC-BY-NC-ND 4.0 International licenseavailable under a
was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprint (whichthis version posted April 20, 2024. ; https://doi.org/10.1101/2024.04.18.590068doi: bioRxiv preprint
38
Horizon 2020 Research and Innovation Programme (grant agreement 759534) and VK by a 1336
research fellowship from the EMBL Interdisciplinary Postdoc (EIPOD) Programme under 1337
Marie Curie Cofund Actions MSCA-COFUND-FP (grant agreement 847543). The funders 1338
had no role in study design, data collection and analysis, decision to publish, or preparation 1339
of the manuscript. 1340
1341
Authors’ contributions 1342
JS and JW designed the study; MG and SPe recruited the blood donors; JW and CN 1343
performed the experiments; JW, JS, VK and LVN analyzed the data; VK generated the 1344
structural models, and JW wrote the manuscript with contributions from VK, JS and SPo. All 1345
authors read and approved the submitted version. 1346
1347